{
  "results": [
    {
      "id": "e511e3dc8cca6f409493bc01b8694457",
      "title": "Manufacturing & Supply Chain Tech Lead, Manufacturing & Supply Chain Center of Excellence, AWSI - Automotive & Manufacturing",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Seattle, Washington, USA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 153600,
      "salary_max": 207800,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 153600,
      "base_salary_max": 207800,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-03T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/10438753/manufacturing-supply-chain-tech-lead-manufacturing-supply-chain-center-of-excellence-awsi-automotive-manufacturing",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing & Supply Chain Tech Lead, Manufacturing & Supply Chain Center of Excellence, AWSI - Automotive & Manufacturing Seattle, Washington, USA AWS is the world's leading cloud platform, serving hundreds of thousands of companies across 190+ countries. Automotive & Manufacturing is one of our highest-priority industry verticals - and, through the Manufacturing & Supply Chain Center of Excellence (CoE), we're building the team that will define how the world's factories and supply networks run in an era powered by cloud and AI. We're looking for a Tech Lead for Manufacturing & Supply Chain to join our CoE within the Automotive & Manufacturing Industry Business Unit. The Tech Leads are senior specialist solution architects who are thought leaders in AWS technology and industry trends, providing deep subject matter expertise to our customers. In this role, you will own the technical vision and go-to-market execution for smart manufacturing and supply chain solutions - from architecture patterns and partner integrations to customer-facing assets that drive adoption at scale. If you are enthusiastic about shaping how the world's largest manufacturers and supply chain operators leverage the cloud and AI, come build the future with us. Key job responsibilities As a Tech Lead, you will lead the technology strategy execution for manufacturing and supply chain use cases, translating industry challenges into AWS-native solutions. You will develop and deliver GTM assets - reference architectures, white papers, workshops, code samples, and thought leadership content - that enable both customers and field teams. You will collaborate across product,",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 56,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "trades",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.88b8634f3a1fd9e8d8",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e511e3dc8cca6f409493bc01b8694457",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing & Supply Chain Tech Lead, Manufacturing & Supply Chain Center of Excellence, AWSI - Automotive & Manufacturing Seattle, Washington, USA AWS is the world's leading cloud platform, serving hundreds of thousands of companies across 190+ countries. Automotive & Manufacturing is one of our highest-priority industry verticals - and, through the Manufacturing & Supply Chain Center of Excellence (CoE), we're building the team that will define how the world's factories and supply networks run in an era powered by cloud and AI. We're looking for a Tech Lead for Manufacturing & Supply Chain to join our CoE within the Automotive & Manufacturing Industry Business Unit. The Tech Leads are senior specialist solution architects who are thought leaders in AWS technology and industry trends, providing deep subject matter expertise to our customers. In this role, you will own the technical vision and go-to-market execution for smart manufacturing and supply chain solutions - from architecture patterns and partner integrations to customer-facing assets that drive adoption at scale. If you are enthusiastic about shaping how the world's largest manufacturers and supply chain operators leverage the cloud and AI, come build the future with us. Key job responsibilities As a Tech Lead, you will lead the technology strategy execution for manufacturing and supply chain use cases, translating industry challenges into AWS-native solutions. You will develop and deliver GTM assets - reference architectures, white papers, workshops, code samples, and thought leadership content - that enable both customers and field teams. You will collaborate across product,",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e511e3dc8cca6f409493bc01b8694457:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.d0cef7ec780f91aef8",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e511e3dc8cca6f409493bc01b8694457",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing & Supply Chain Tech Lead, Manufacturing & Supply Chain Center of Excellence, AWSI - Automotive & Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e511e3dc8cca6f409493bc01b8694457:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.8e7da2d7c48ffe4f7a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e511e3dc8cca6f409493bc01b8694457",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing & Supply Chain Tech Lead, Manufacturing & Supply Chain Center of Excellence, AWSI - Automotive & Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "516fe1bbee3406aa8b70c6102fd8ef7f",
      "title": "Senior Associate - BSCO - Digital Manufacturing",
      "employer_name": "PricewaterhouseCoopers International Limited",
      "employer_slug": "pricewaterhousecoopers-international-limited",
      "location_text": "Bangalore, India",
      "country": "IN",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-22T00:00:00.000Z",
      "apply_url": "https://pwc.wd3.myworkdayjobs.com/CRM_Experienced_Careers_Site/job/Bangalore/Senior-Associate---BSCO---Digital-Manufacturing_683567WD-2/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Associate - BSCO - Digital Manufacturing Bangalore, India Join our team as a Senior Associate in Digital Manufacturing, driving operational excellence and innovation. Leverage your expertise in MES, digital manufacturing, and supply chain optimization to deliver impactful solutions. Collaborate with cross-functional teams, manage projects, and shape the future of product development and manufacturing at PwC.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "marketing",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.0cc93d4d2c10439702",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "516fe1bbee3406aa8b70c6102fd8ef7f",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Associate - BSCO - Digital Manufacturing Bangalore, India Join our team as a Senior Associate in Digital Manufacturing, driving operational excellence and innovation. Leverage your expertise in MES, digital manufacturing, and supply chain optimization to deliver impactful solutions. Collaborate with cross-functional teams, manage projects, and shape the future of product development and manufacturing at PwC.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:516fe1bbee3406aa8b70c6102fd8ef7f:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.63e3012a76a4c206e8",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "516fe1bbee3406aa8b70c6102fd8ef7f",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Senior Associate - BSCO - Digital Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:516fe1bbee3406aa8b70c6102fd8ef7f:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.97738a64ba71128dcb",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "516fe1bbee3406aa8b70c6102fd8ef7f",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Senior Associate - BSCO - Digital Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "973756ace1c48632d92bfb9b5bc8f149",
      "title": "IT OT Manufacturing Systems Application Engineer",
      "employer_name": "Genentech, Inc.",
      "employer_slug": "genentech-inc",
      "location_text": "Hillsboro, Oregon, United States of America",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-04-17T00:00:00.000Z",
      "apply_url": "https://roche.wd3.myworkdayjobs.com/ROG-A2O-GENE/job/Hillsboro/IT-OT-Manufacturing-Systems-Application-Engineer_202604-109291-1/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "IT OT Manufacturing Systems Application Engineer Hillsboro, Oregon, United States of America Embrace the role of an IT OT Manufacturing Systems Application Engineer and drive the ownership and optimization of advanced manufacturing IT/OT applications in a GMP environment. Leverage your expertise in SCADA, automation systems, and compliance to support critical operations and innovation in a dynamic, 24x7 manufacturing setting.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.63c9807abc5ae37e80",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "973756ace1c48632d92bfb9b5bc8f149",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "IT OT Manufacturing Systems Application Engineer Hillsboro, Oregon, United States of America Embrace the role of an IT OT Manufacturing Systems Application Engineer and drive the ownership and optimization of advanced manufacturing IT/OT applications in a GMP environment. Leverage your expertise in SCADA, automation systems, and compliance to support critical operations and innovation in a dynamic, 24x7 manufacturing setting.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:973756ace1c48632d92bfb9b5bc8f149:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.155f929cc1d9c902eb",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "973756ace1c48632d92bfb9b5bc8f149",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "IT OT Manufacturing Systems Application Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:973756ace1c48632d92bfb9b5bc8f149:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.dde3db118724ebba69",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "973756ace1c48632d92bfb9b5bc8f149",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "IT OT Manufacturing Systems Application Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "eb5193531d7bd74674bde0bc0cba6c9a",
      "title": "Director Advanced External Manufacturing",
      "employer_name": "Thermo Fisher Scientific",
      "employer_slug": "thermo-fisher-scientific",
      "location_text": "Singapore, Singapore",
      "country": "SG",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-04-27T00:00:00.000Z",
      "apply_url": "https://thermofisher.wd5.myworkdayjobs.com/ThermoFisherCareers/job/Singapore-Singapore/Director-Advanced-External-Manufacturing_R-01346258/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Director Advanced External Manufacturing Singapore, Singapore Join our team as Director Advanced External Manufacturing and lead strategic partnerships across Asia. Drive cost reduction, operational excellence, and innovation in contract manufacturing. Collaborate with R&D, Finance, and Operations to deliver measurable results. Shape the future of manufacturing with Thermo Fisher Scientific and make a global impact.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "staff_plus",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.ec3099c39cd11f6dbc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eb5193531d7bd74674bde0bc0cba6c9a",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Director Advanced External Manufacturing Singapore, Singapore Join our team as Director Advanced External Manufacturing and lead strategic partnerships across Asia. Drive cost reduction, operational excellence, and innovation in contract manufacturing. Collaborate with R&D, Finance, and Operations to deliver measurable results. Shape the future of manufacturing with Thermo Fisher Scientific and make a global impact.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:eb5193531d7bd74674bde0bc0cba6c9a:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.32fba849d6f2e0dbb2",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eb5193531d7bd74674bde0bc0cba6c9a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Director Advanced External Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:eb5193531d7bd74674bde0bc0cba6c9a:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.1cc0aac95aca421bf2",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eb5193531d7bd74674bde0bc0cba6c9a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Director Advanced External Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "23085fb150e3959a669a484c4a0c0543",
      "title": "Advanced Manufacturing Engineer",
      "employer_name": "Garrett Motion Inc",
      "employer_slug": "garrett-motion-inc",
      "location_text": "ZÁBORSKÉ, PREŠOV, Slovakia",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-01-07T00:00:00.000Z",
      "apply_url": "https://ehth.fa.em2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_2001/requisitions/job/13308",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Advanced Manufacturing Engineer ZÁBORSKÉ, PREŠOV, Slovakia Advanced Manufacturing Engineer",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "51-200",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.2eac4536f76b945b6b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "23085fb150e3959a669a484c4a0c0543",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Advanced Manufacturing Engineer ZÁBORSKÉ, PREŠOV, Slovakia Advanced Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:23085fb150e3959a669a484c4a0c0543:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4b51d374c90c0a0e87",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "23085fb150e3959a669a484c4a0c0543",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Advanced Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:23085fb150e3959a669a484c4a0c0543:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.a5811a55da1a782b35",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "23085fb150e3959a669a484c4a0c0543",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Advanced Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "4431198d13b65e0df3c17fc4e5496769",
      "title": "External Manufacturing Engineer",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Zhubei, Hsinchu County, Taiwan",
      "country": "TW",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-06T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505613",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "External Manufacturing Engineer Zhubei, Hsinchu County, Taiwan External Manufacturing Engineer",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.712ddf04c9977e8afd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4431198d13b65e0df3c17fc4e5496769",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "External Manufacturing Engineer Zhubei, Hsinchu County, Taiwan External Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:4431198d13b65e0df3c17fc4e5496769:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.d6be9d9beb04a6a310",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4431198d13b65e0df3c17fc4e5496769",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "External Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:4431198d13b65e0df3c17fc4e5496769:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3f7082a59d8086dbb4",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4431198d13b65e0df3c17fc4e5496769",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "External Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "53231342675ee20866d3d69e3aa271fb",
      "title": "Test Manufacturing Technician",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Carmona, Cavite, Philippines, Philippines",
      "country": "PH",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-19T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505529",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Test Manufacturing Technician Carmona, Cavite, Philippines, Philippines Test Manufacturing Technician",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.bcbb129361d4b5a268",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "53231342675ee20866d3d69e3aa271fb",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Test Manufacturing Technician Carmona, Cavite, Philippines, Philippines Test Manufacturing Technician",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:53231342675ee20866d3d69e3aa271fb:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.5ec911b54766630e7c",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "53231342675ee20866d3d69e3aa271fb",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Test Manufacturing Technician",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:53231342675ee20866d3d69e3aa271fb:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.9c181848da0aa9dbae",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "53231342675ee20866d3d69e3aa271fb",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Test Manufacturing Technician",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "80911871ec4e06bfcf40633a59ed963b",
      "title": "Manufacturing Engineer - Sheet Metal",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-02T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/117860",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer - Sheet Metal United States Manufacturing Engineer - Sheet Metal",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.6eeb449e0f87c9d5cf",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "80911871ec4e06bfcf40633a59ed963b",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer - Sheet Metal United States Manufacturing Engineer - Sheet Metal",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:80911871ec4e06bfcf40633a59ed963b:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.02df32e86df9e72de3",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "80911871ec4e06bfcf40633a59ed963b",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer - Sheet Metal",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:80911871ec4e06bfcf40633a59ed963b:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.fffb1250ee1433bf7a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "80911871ec4e06bfcf40633a59ed963b",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer - Sheet Metal",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "8e64a9b89f60217a4f96086d8be9db58",
      "title": "Assembly Manufacturing Technician",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Carmona, Cavite, Philippines, Philippines",
      "country": "PH",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-22T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505531",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Assembly Manufacturing Technician Carmona, Cavite, Philippines, Philippines Assembly Manufacturing Technician",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.2b051a3f678c682157",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8e64a9b89f60217a4f96086d8be9db58",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Assembly Manufacturing Technician Carmona, Cavite, Philippines, Philippines Assembly Manufacturing Technician",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8e64a9b89f60217a4f96086d8be9db58:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.828c51fc3f91b02f96",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8e64a9b89f60217a4f96086d8be9db58",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Assembly Manufacturing Technician",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8e64a9b89f60217a4f96086d8be9db58:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.08a4d154b9c48ae17a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8e64a9b89f60217a4f96086d8be9db58",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Assembly Manufacturing Technician",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "8ee2788c95291763445690a30b2a8d8c",
      "title": "Manufacturing Engineer Entry Level",
      "employer_name": "International Paper",
      "employer_slug": "international-paper",
      "location_text": "United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-09T00:00:00.000Z",
      "apply_url": "https://iazbqy.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/2002702",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer Entry Level United States Manufacturing Engineer Entry Level",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.3a3cb82ed9de07b981",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8ee2788c95291763445690a30b2a8d8c",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer Entry Level United States Manufacturing Engineer Entry Level",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8ee2788c95291763445690a30b2a8d8c:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.55c44bdca521a7fd93",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8ee2788c95291763445690a30b2a8d8c",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer Entry Level",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8ee2788c95291763445690a30b2a8d8c:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.823ba19aa221cc0da4",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8ee2788c95291763445690a30b2a8d8c",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer Entry Level",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "994986979a5260a8d277732063edcc3d",
      "title": "TECHNICIAN 3, MANUFACTURING",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Seremban, Negeri Sembilan, Malaysia",
      "country": "MY",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-04T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505612",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "TECHNICIAN 3, MANUFACTURING Seremban, Negeri Sembilan, Malaysia TECHNICIAN 3, MANUFACTURING",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 30,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.b757dec87c96cc3ef1",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "994986979a5260a8d277732063edcc3d",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "TECHNICIAN 3, MANUFACTURING Seremban, Negeri Sembilan, Malaysia TECHNICIAN 3, MANUFACTURING",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:994986979a5260a8d277732063edcc3d:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.80300490ab63ff1f51",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "994986979a5260a8d277732063edcc3d",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "TECHNICIAN 3, MANUFACTURING",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:994986979a5260a8d277732063edcc3d:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ba38f977426d5e41a0",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "994986979a5260a8d277732063edcc3d",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "TECHNICIAN 3, MANUFACTURING",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "a2f1eed533b78304e0dd3bd44f375d32",
      "title": "TECHNICIAN 4, MANUFACTURING",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Seremban, Negeri Sembilan, Malaysia",
      "country": "MY",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-11T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505480",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "TECHNICIAN 4, MANUFACTURING Seremban, Negeri Sembilan, Malaysia TECHNICIAN 4, MANUFACTURING",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 30,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.7a0a4fd882edf763bd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a2f1eed533b78304e0dd3bd44f375d32",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "TECHNICIAN 4, MANUFACTURING Seremban, Negeri Sembilan, Malaysia TECHNICIAN 4, MANUFACTURING",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a2f1eed533b78304e0dd3bd44f375d32:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.0486b411ebe39792ba",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a2f1eed533b78304e0dd3bd44f375d32",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "TECHNICIAN 4, MANUFACTURING",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a2f1eed533b78304e0dd3bd44f375d32:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.0229b151eb43afe7dd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a2f1eed533b78304e0dd3bd44f375d32",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "TECHNICIAN 4, MANUFACTURING",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "389a41e7c2ec4aca21a504884bc5c023",
      "title": "Manufacturing Systems Specialist (HQ)",
      "employer_name": "Anduril",
      "employer_slug": "anduril",
      "location_text": "Costa Mesa, California, United States",
      "country": "US",
      "employment_type": "full_time",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 28,
      "salary_max": 38,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "total_comp",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "hour",
      "base_salary_min": 28,
      "base_salary_max": 38,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cnbc_disruptor50",
        "cbinsights_unicorn",
        "a16z",
        "foundersfund",
        "generalcatalyst"
      ],
      "posted_at": "2026-05-12T05:01:03.000Z",
      "apply_url": "https://boards.greenhouse.io/andurilindustries/jobs/5117798007?gh_jid=5117798007",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Systems Specialist (HQ) Costa Mesa, California, United States Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. About The Team Anduril's Digital Manufacturing team is seeking a Manufacturing Systems Specialist to join our team. The Digital Manufacturing team plays a pivotal role in optimizing manufacturing operations through implementation and management and advanced digital solutions. The team ensures that manufacturing processes are efficient, scalable, and integrated with the latest industry standards. About The Role As a Manufacturing Systems Specialist, your primary responsibility is to respond to reported manufacturing support incidents submitted by internal company stakeholders within global manufacturing user base. The right person will own the intake, evaluation, debug, escalation, communications, and tracking of reported incidents. The user base supported by this role is primarily manufacturing engineers and senior manufacturing technicians. Support case duration and technical complexity will range widely. What You'll Do - Serve as the critical bridge between production",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 47,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.ad6522bb38e6799602",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "389a41e7c2ec4aca21a504884bc5c023",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Systems Specialist (HQ) Costa Mesa, California, United States Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. About The Team Anduril's Digital Manufacturing team is seeking a Manufacturing Systems Specialist to join our team. The Digital Manufacturing team plays a pivotal role in optimizing manufacturing operations through implementation and management and advanced digital solutions. The team ensures that manufacturing processes are efficient, scalable, and integrated with the latest industry standards. About The Role As a Manufacturing Systems Specialist, your primary responsibility is to respond to reported manufacturing support incidents submitted by internal company stakeholders within global manufacturing user base. The right person will own the intake, evaluation, debug, escalation, communications, and tracking of reported incidents. The user base supported by this role is primarily manufacturing engineers and senior manufacturing technicians. Support case duration and technical complexity will range widely. What You'll Do - Serve as the critical bridge between production",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:389a41e7c2ec4aca21a504884bc5c023:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.9fbaf51e543d3b44f6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "389a41e7c2ec4aca21a504884bc5c023",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Systems Specialist (HQ)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:389a41e7c2ec4aca21a504884bc5c023:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.313120c7f6508973d8",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "389a41e7c2ec4aca21a504884bc5c023",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Systems Specialist (HQ)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "42de5a1078769047e6033e41c9470a1d",
      "title": "Manufacturing Systems Specialist (Atlanta)",
      "employer_name": "Anduril",
      "employer_slug": "anduril",
      "location_text": "Atlanta, Georgia, United States",
      "country": "US",
      "employment_type": "full_time",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 25,
      "salary_max": 33,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "total_comp",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "hour",
      "base_salary_min": 25,
      "base_salary_max": 33,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cnbc_disruptor50",
        "cbinsights_unicorn",
        "a16z",
        "foundersfund",
        "generalcatalyst"
      ],
      "posted_at": "2026-05-21T18:30:47.000Z",
      "apply_url": "https://boards.greenhouse.io/andurilindustries/jobs/5144407007?gh_jid=5144407007",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Systems Specialist (Atlanta) Atlanta, Georgia, United States Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. About The Team Anduril's Digital Manufacturing team is seeking a Manufacturing Systems Specialist to join our team. The Digital Manufacturing team plays a pivotal role in optimizing manufacturing operations through implementation and management and advanced digital solutions. The team ensures that manufacturing processes are efficient, scalable, and integrated with the latest industry standards. About The Role As a Manufacturing Systems Specialist, your primary responsibility is to respond to reported manufacturing support incidents submitted by internal company stakeholders within global manufacturing user base. The right person will own the intake, evaluation, debug, escalation, communications, and tracking of reported incidents. The user base supported by this role is primarily manufacturing engineers and senior manufacturing technicians. Support case duration and technical complexity will range widely. What You'll Do - Serve as the critical bridge between production operations",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 47,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.7595b85d1ef30d2bf8",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "42de5a1078769047e6033e41c9470a1d",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Systems Specialist (Atlanta) Atlanta, Georgia, United States Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. About The Team Anduril's Digital Manufacturing team is seeking a Manufacturing Systems Specialist to join our team. The Digital Manufacturing team plays a pivotal role in optimizing manufacturing operations through implementation and management and advanced digital solutions. The team ensures that manufacturing processes are efficient, scalable, and integrated with the latest industry standards. About The Role As a Manufacturing Systems Specialist, your primary responsibility is to respond to reported manufacturing support incidents submitted by internal company stakeholders within global manufacturing user base. The right person will own the intake, evaluation, debug, escalation, communications, and tracking of reported incidents. The user base supported by this role is primarily manufacturing engineers and senior manufacturing technicians. Support case duration and technical complexity will range widely. What You'll Do - Serve as the critical bridge between production operations",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:42de5a1078769047e6033e41c9470a1d:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f5ef6df2b6a2d8a6f7",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "42de5a1078769047e6033e41c9470a1d",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Systems Specialist (Atlanta)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:42de5a1078769047e6033e41c9470a1d:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2ed39aa28226ea6153",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "42de5a1078769047e6033e41c9470a1d",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Systems Specialist (Atlanta)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "474bc9d0429d5db6d268d4833e472035",
      "title": "Manufacturing Systems Engineer II (Onsite)",
      "employer_name": "Axon Enterprise",
      "employer_slug": "axon",
      "location_text": "Kassel, Hesse, Germany",
      "country": "DE",
      "employment_type": "unknown",
      "remote_status": "onsite",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": 5,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-03-17T16:06:13.000Z",
      "apply_url": "https://job-boards.greenhouse.io/axon/jobs/7656780003",
      "apply_url_verified": true,
      "ats": "greenhouse",
      "url_last_checked_alive": "2026-06-13T01:21:27.705Z",
      "removed_at": null,
      "description_excerpt": "Manufacturing Systems Engineer II (Onsite) Kassel, Hesse, Germany Join Axon and be a Force for Good. At Axon, we're on a mission to Protect Life. We're explorers, pursuing society's most critical safety and justice issues with our ecosystem of devices and cloud software. Like our products, we work better together. We connect with candor and care, seeking out diverse perspectives from our customers, communities and each other. Life at Axon is fast-paced, challenging and meaningful. Here, you'll take ownership and drive real change. Constantly grow as you work hard for a mission that matters at a company where you matter. Your Impact As a Manufacturing Systems Engineer, you will play a key role in supporting and improving the manufacturing systems and production processes at our Kassel facility. You will work closely with operations, engineering, and quality teams to ensure manufacturing processes are efficient, scalable, and reliable. What You'll Do Location: Onsite at our Kassel, Germany office Reports to: General Manager, Operations Support and optimize manufacturing systems, processes, and production workflows to ensure efficient and reliable operations. Identify and implement improvements to manufacturing processes, tooling, and production systems to increase throughput and reduce operational friction. Work closely with production teams to troubleshoot technical issues affecting manufacturing performance. Develop and maintain manufacturing documentation including work instructions, process flows, and system procedures. Support New Product Introduction (NPI) activities by ensuring manufacturing readiness and process stability. Analyze manufacturing and operational data to identify trends and drive continuous improvement initiatives. Collaborate with manufacturing engineering, quality,",
      "parental_leave_weeks": 10,
      "non_birth_parent_leave_weeks": 10,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.axon.com/news/5-ways-to-make-axon-benefits-work-for-you",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 60,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "engineering",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "bachelors",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.4db070caea8f101887",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "474bc9d0429d5db6d268d4833e472035",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Systems Engineer II (Onsite) Kassel, Hesse, Germany Join Axon and be a Force for Good. At Axon, we're on a mission to Protect Life. We're explorers, pursuing society's most critical safety and justice issues with our ecosystem of devices and cloud software. Like our products, we work better together. We connect with candor and care, seeking out diverse perspectives from our customers, communities and each other. Life at Axon is fast-paced, challenging and meaningful. Here, you'll take ownership and drive real change. Constantly grow as you work hard for a mission that matters at a company where you matter. Your Impact As a Manufacturing Systems Engineer, you will play a key role in supporting and improving the manufacturing systems and production processes at our Kassel facility. You will work closely with operations, engineering, and quality teams to ensure manufacturing processes are efficient, scalable, and reliable. What You'll Do Location: Onsite at our Kassel, Germany office Reports to: General Manager, Operations Support and optimize manufacturing systems, processes, and production workflows to ensure efficient and reliable operations. Identify and implement improvements to manufacturing processes, tooling, and production systems to increase throughput and reduce operational friction. Work closely with production teams to troubleshoot technical issues affecting manufacturing performance. Develop and maintain manufacturing documentation including work instructions, process flows, and system procedures. Support New Product Introduction (NPI) activities by ensuring manufacturing readiness and process stability. Analyze manufacturing and operational data to identify trends and drive continuous improvement initiatives. Collaborate with manufacturing engineering, quality,",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:474bc9d0429d5db6d268d4833e472035:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6c732434a0544d50ff",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "474bc9d0429d5db6d268d4833e472035",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Systems Engineer II (Onsite)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:474bc9d0429d5db6d268d4833e472035:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.836202eb02b042f8b5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "474bc9d0429d5db6d268d4833e472035",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Systems Engineer II (Onsite)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.trust.apply.3e3ca0289c24080cf5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "474bc9d0429d5db6d268d4833e472035",
          "signal_type": "trust_signal",
          "display_text": "Live-verified apply link",
          "tooltip": "The apply link passed the latest liveness check.",
          "source_binding": "row_trust_evidence",
          "source_field": "apply_url_verified",
          "source_value": true,
          "matched_input": true,
          "derivation_source": "verified_source_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "trust_source_exists",
          "counts_for_non_trivial_query": false,
          "truth_verified": true,
          "exact": true,
          "priority": 10,
          "mobile_priority": 11,
          "ui": {
            "icon": "ExternalLink",
            "tone": "verified",
            "href": null
          },
          "evidence_source": {
            "source_url": "https://job-boards.greenhouse.io/axon/jobs/7656780003",
            "source_label": "Apply link",
            "source_date": "2026-06-13T01:21:27.705Z"
          }
        }
      ]
    },
    {
      "id": "f37a5dc61bc76f5ee1391a619f4bd1fa",
      "title": "System Integration and manufacturing Engineer, Annapurna Labs",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Haifa, Haifa, ISR",
      "country": "IL",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-03-08T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/3198942/system-integration-and-manufacturing-engineer-annapurna-labs",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "System Integration and manufacturing Engineer, Annapurna Labs Haifa, Haifa, ISR Annapurna Labs, as part of Amazon, is looking for System Integration and Manufacturing Engineer to join our Nitro Cards product team (https://aws.amazon.com/ec2/nitro/). Our products incorporate the most advanced interfaces and technologies, such as PCIe, DDR, and Ethernet, and are widely used across Amazon Web Services (AWS) data centers as the backbone for Nitro and other services. The Nitro cards are integrated into servers, and during the server manufacturing process, all Nitro interfaces are thoroughly tested before the server is approved for shipment to the data center. We manage multiple server types across various manufacturer sites, all controlled by a scalable infrastructure. The design and maintenance of this infrastructure are owned by the AWS team. The Nitro product team closely monitors the manufacturing results of the Nitro cards integrated into the servers to ensure consistent quality and performance. As System Integration and Manufacturing Engineer for Nitro, you will be the technical owner of the manufacturing lifecycle, specifically focused on the Nitro hardware and it's integration. You will be the primary driver for new server nitro integration during their first manufacturing runs, ensuring that our newest hardware reaches the data center with good quality. You will be expected to \"Dive Deep\" into test data, \"Invent and Simplify\" complex manufacturing flows, and ensure our production lines works at massive scale. Key job responsibilities - Collaborate with Server Manufacturers: Build and maintain strong relationships with AWS server Original Design Manufacturers (ODMs). Serve as the",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 52,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.7abd210ea6fba4edc3",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "f37a5dc61bc76f5ee1391a619f4bd1fa",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "System Integration and manufacturing Engineer, Annapurna Labs Haifa, Haifa, ISR Annapurna Labs, as part of Amazon, is looking for System Integration and Manufacturing Engineer to join our Nitro Cards product team (https://aws.amazon.com/ec2/nitro/). Our products incorporate the most advanced interfaces and technologies, such as PCIe, DDR, and Ethernet, and are widely used across Amazon Web Services (AWS) data centers as the backbone for Nitro and other services. The Nitro cards are integrated into servers, and during the server manufacturing process, all Nitro interfaces are thoroughly tested before the server is approved for shipment to the data center. We manage multiple server types across various manufacturer sites, all controlled by a scalable infrastructure. The design and maintenance of this infrastructure are owned by the AWS team. The Nitro product team closely monitors the manufacturing results of the Nitro cards integrated into the servers to ensure consistent quality and performance. As System Integration and Manufacturing Engineer for Nitro, you will be the technical owner of the manufacturing lifecycle, specifically focused on the Nitro hardware and it's integration. You will be the primary driver for new server nitro integration during their first manufacturing runs, ensuring that our newest hardware reaches the data center with good quality. You will be expected to \"Dive Deep\" into test data, \"Invent and Simplify\" complex manufacturing flows, and ensure our production lines works at massive scale. Key job responsibilities - Collaborate with Server Manufacturers: Build and maintain strong relationships with AWS server Original Design Manufacturers (ODMs). Serve as the",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:f37a5dc61bc76f5ee1391a619f4bd1fa:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.5f4e449b0560a1c5cf",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "f37a5dc61bc76f5ee1391a619f4bd1fa",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "System Integration and manufacturing Engineer, Annapurna Labs",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:f37a5dc61bc76f5ee1391a619f4bd1fa:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.9a5d756724b1f8af64",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "f37a5dc61bc76f5ee1391a619f4bd1fa",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "System Integration and manufacturing Engineer, Annapurna Labs",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "064c35eb81c2aee2147d89550d4e66fc",
      "title": "Director of Manufacturing Operations",
      "employer_name": "Legrand",
      "employer_slug": "jobs-legrand-icims-com",
      "location_text": "Reno, NV, US",
      "country": "US",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://jobs-legrand.icims.com/jobs/10048/director-of-manufacturing-operations/job",
      "apply_url_verified": false,
      "ats": "icims",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Director of Manufacturing Operations Reno, NV, US Position Description Legrand has an exciting opportunity for a Director of Manufacturing Operations to join the Data, Power, and Control Team in Reno, NV. The Director of Manufacturing Operations provides strategic and operational leadership across manufacturing functions and our contract manufacturers within the North American region. This role is accountable for ensuring manufacturing operations meet organizational objectives related to safety, quality, delivery, cost, and compliance. The role works closely with internal teams and external partners to support scalable, reliable manufacturing operations. Main Job Duties: Lead and oversee North American manufacturing operations, including production, quality assurance, and equipment maintenance. Develop and implement regional operational strategies aligned with corporate goals for efficiency, scalability, and continuous improvement. Apply established continuous improvement methodologies (e.g., Lean, Six Sigma) to improve productivity, reduce waste, and improve yield. Manage internal production capacity and oversee Contract Manufacturer (CM) capacity planning to align with forecasted demand, cost targets, and delivery requirements. Monitor and evaluate CM performance to ensure external partners meet quality, safety, compliance, and operational standards. Collaborate with Engineering, Supply Chain, and Product Management to support manufacturability, reliability, and adherence to applicable standards. Establish, review, and com",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "staff_plus",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.605606f2a941632328",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "064c35eb81c2aee2147d89550d4e66fc",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Director of Manufacturing Operations Reno, NV, US Position Description Legrand has an exciting opportunity for a Director of Manufacturing Operations to join the Data, Power, and Control Team in Reno, NV. The Director of Manufacturing Operations provides strategic and operational leadership across manufacturing functions and our contract manufacturers within the North American region. This role is accountable for ensuring manufacturing operations meet organizational objectives related to safety, quality, delivery, cost, and compliance. The role works closely with internal teams and external partners to support scalable, reliable manufacturing operations. Main Job Duties: Lead and oversee North American manufacturing operations, including production, quality assurance, and equipment maintenance. Develop and implement regional operational strategies aligned with corporate goals for efficiency, scalability, and continuous improvement. Apply established continuous improvement methodologies (e.g., Lean, Six Sigma) to improve productivity, reduce waste, and improve yield. Manage internal production capacity and oversee Contract Manufacturer (CM) capacity planning to align with forecasted demand, cost targets, and delivery requirements. Monitor and evaluate CM performance to ensure external partners meet quality, safety, compliance, and operational standards. Collaborate with Engineering, Supply Chain, and Product Management to support manufacturability, reliability, and adherence to applicable standards. Establish, review, and com",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:064c35eb81c2aee2147d89550d4e66fc:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.1a170d62d1bb31b529",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "064c35eb81c2aee2147d89550d4e66fc",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Director of Manufacturing Operations",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:064c35eb81c2aee2147d89550d4e66fc:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.02b67cb691b6b42ab1",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "064c35eb81c2aee2147d89550d4e66fc",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Director of Manufacturing Operations",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "06e72e0ba1794e9cc2f13ae932cefafd",
      "title": "Sr. Manufacturing Engineer",
      "employer_name": "TE Connectivity",
      "employer_slug": "te-connectivity",
      "location_text": "Job Country United States",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": 102500,
      "salary_max": 153800,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 102500,
      "base_salary_max": 153800,
      "salary_disclosed": true,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.te.com/job/Plymouth-Sr_-Manufacturing-Engineer-MN-55446/150687-en_US/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Sr. Manufacturing Engineer Job Country United States At TE, you will unleash your potential working with people from diverse backgrounds and industries to create a safer, sustainable and more connected world. ​ Job Overview As a valued member of the Minnesota Metals (Medical Subcomponents) Manufacturing Engineering team at TE Connectivity, the Senior Manufacturing Engineer - Sustaining plays a key role in ensuring stable, capable, and efficient manufacturing processes for products in production. This role focuses on sustaining engineering activities, including process optimization, yield improvement, scrap reduction, equipment reliability, and technical problem resolution in a regulated medical device manufacturing environment. The Senior Manufacturing Engineer operates with a high degree of autonomy and judgment, addressing complex and sometimes ambiguous technical challenges across metal manufacturing processes, including laser cutting, welding, and ablation. While hands‑on automation development is not required, a working understanding of automated systems is beneficial for effectively supporting production operations and collaborating with automation partners. This position reports to the MSP‑Metals Manufacturing Engineering Manager and is 100% on-site at their Plymouth, Minnesota. Responsibilities Sustaining Manufacturing & Process Ownership Serve as a technical owner for sustaining manufacturing processes, ensuring consistent performance, quality, and compliance for products in production. Lead investigations into complex",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 44,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.f1fa2b9232447fd31a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "06e72e0ba1794e9cc2f13ae932cefafd",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Sr. Manufacturing Engineer Job Country United States At TE, you will unleash your potential working with people from diverse backgrounds and industries to create a safer, sustainable and more connected world. ​ Job Overview As a valued member of the Minnesota Metals (Medical Subcomponents) Manufacturing Engineering team at TE Connectivity, the Senior Manufacturing Engineer - Sustaining plays a key role in ensuring stable, capable, and efficient manufacturing processes for products in production. This role focuses on sustaining engineering activities, including process optimization, yield improvement, scrap reduction, equipment reliability, and technical problem resolution in a regulated medical device manufacturing environment. The Senior Manufacturing Engineer operates with a high degree of autonomy and judgment, addressing complex and sometimes ambiguous technical challenges across metal manufacturing processes, including laser cutting, welding, and ablation. While hands‑on automation development is not required, a working understanding of automated systems is beneficial for effectively supporting production operations and collaborating with automation partners. This position reports to the MSP‑Metals Manufacturing Engineering Manager and is 100% on-site at their Plymouth, Minnesota. Responsibilities Sustaining Manufacturing & Process Ownership Serve as a technical owner for sustaining manufacturing processes, ensuring consistent performance, quality, and compliance for products in production. Lead investigations into complex",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:06e72e0ba1794e9cc2f13ae932cefafd:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.986a59182425d8a17b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "06e72e0ba1794e9cc2f13ae932cefafd",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Sr. Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:06e72e0ba1794e9cc2f13ae932cefafd:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2147c8db03992fc9d0",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "06e72e0ba1794e9cc2f13ae932cefafd",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Sr. Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "0a7e53cee2a1a3cb8026374c8eec5144",
      "title": "Manufacturing Engineer III",
      "employer_name": "Gulfstream",
      "employer_slug": "gulfstream",
      "location_text": "Geographic Location Mexicali, Mexico",
      "country": "MX",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.gulfstream.com/job/Mexicali-Manufacturing-Engineer-III-BCN/1380193800/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer III Geographic Location Mexicali, Mexico in Unique Skills: Knowledge of sheet metal manufacturing processes is preferred. Education and Experience Requirements Bachelor's Degree. 5 years of experience in manufacturing processes. Position Purpose: Provides the necessary support to facilitate the manufacture of the product, meeting the design requirements and quality standards and timely deliveries, seeking continuous improvement of manufacturing processes in accordance with the goals and / or objectives of the SBU.Work closely with the other groups to update and improve the standard for manufacturing as applicable. Job Description Principle Duties and Responsibilities: Essential Functions: Submit ECR's. Create Visual aids (SOP's & IWIs). Work plan/BOM, Red lines/WOA's and Rework routines (DR/DI). Generate TMO's. MRR's work plan. Responsible of RCCA and execute projects to improve manufacturing. Lead and participate on innovation projects using lean manufacturing concepts. Perform other duties as assigned. Other Requirements: Research and implement new manufacturing technologies for existing processes. Experience with Aerospace Industry Standards (Specification). Desired assembly processes knowledge. Skills on Special Processes and Pyrometry. English spoken and written (80% advanced). Catia V4 & V5. Smarteam. CAS/Solumina. Autocad. MS project. Power BI and additive manufacturing. Additional Information Requisition Number: 232199 Posting Type: Department: Category: Percentage of Travel: Shift: Employment Type: Salary G",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "bachelors",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.cf5359a3140098f836",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0a7e53cee2a1a3cb8026374c8eec5144",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer III Geographic Location Mexicali, Mexico in Unique Skills: Knowledge of sheet metal manufacturing processes is preferred. Education and Experience Requirements Bachelor's Degree. 5 years of experience in manufacturing processes. Position Purpose: Provides the necessary support to facilitate the manufacture of the product, meeting the design requirements and quality standards and timely deliveries, seeking continuous improvement of manufacturing processes in accordance with the goals and / or objectives of the SBU.Work closely with the other groups to update and improve the standard for manufacturing as applicable. Job Description Principle Duties and Responsibilities: Essential Functions: Submit ECR's. Create Visual aids (SOP's & IWIs). Work plan/BOM, Red lines/WOA's and Rework routines (DR/DI). Generate TMO's. MRR's work plan. Responsible of RCCA and execute projects to improve manufacturing. Lead and participate on innovation projects using lean manufacturing concepts. Perform other duties as assigned. Other Requirements: Research and implement new manufacturing technologies for existing processes. Experience with Aerospace Industry Standards (Specification). Desired assembly processes knowledge. Skills on Special Processes and Pyrometry. English spoken and written (80% advanced). Catia V4 & V5. Smarteam. CAS/Solumina. Autocad. MS project. Power BI and additive manufacturing. Additional Information Requisition Number: 232199 Posting Type: Department: Category: Percentage of Travel: Shift: Employment Type: Salary G",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:0a7e53cee2a1a3cb8026374c8eec5144:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ad5c63f579972d5b2a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0a7e53cee2a1a3cb8026374c8eec5144",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer III",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:0a7e53cee2a1a3cb8026374c8eec5144:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.bb6d0adef807bef3bd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0a7e53cee2a1a3cb8026374c8eec5144",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer III",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "58cba9bd9b34631ed1bcbf84dec4e4b7",
      "title": "Manufacturing Engineering Supervisor-Welding",
      "employer_name": "A. O. Smith",
      "employer_slug": "a-o-smith",
      "location_text": "Lebanon, TN",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://jobs.aosmith.com/job/Lebanon-Manufacturing-Engineering-Supervisor-Welding-TN-37090/1375979600/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineering Supervisor-Welding Lebanon, TN Company / Location Information A.O. Smith is a global leader applying innovative technologies and energy-efficient solutions to products manufactured and marketed worldwide. The company is one of the world's leading manufacturers of residential and commercial water heating equipment and boilers, as well as a manufacturer of water treatment products for residential and light commercial applications. A. O. Smith is headquartered in Milwaukee, Wisconsin, with approximately 12,000 employees at operations in the United States, Canada, China, India, Mexico, the Netherlands, and the United Kingdom. Primary Function Plans, directs, and coordinates Manufacturing Engineering Support for manufacturing and Welding processes in a manufacturing Water Tank facility by performing the following duties. This position will work fully onsite during first shift at our Lebanon TN plant plocation. Responsibilities Develops, evaluates, and improves manufacturing methods using data collection, analytical analysis and experience. Strong organizational skills. Able to manage multiple projects and time lines. Analyzes and plans work force utilization, space requirements, and workflow, and designs layout of equipment and workspace for maximum efficiency. Confers with planning, manufacturing and design staff concerning product design and tooling and equipment needs to ensure efficient product introduction and manufacturing processes. Confers with vendors to determine product specifications and arrange for",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.15b506f5f3097ca292",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "58cba9bd9b34631ed1bcbf84dec4e4b7",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineering Supervisor-Welding Lebanon, TN Company / Location Information A.O. Smith is a global leader applying innovative technologies and energy-efficient solutions to products manufactured and marketed worldwide. The company is one of the world's leading manufacturers of residential and commercial water heating equipment and boilers, as well as a manufacturer of water treatment products for residential and light commercial applications. A. O. Smith is headquartered in Milwaukee, Wisconsin, with approximately 12,000 employees at operations in the United States, Canada, China, India, Mexico, the Netherlands, and the United Kingdom. Primary Function Plans, directs, and coordinates Manufacturing Engineering Support for manufacturing and Welding processes in a manufacturing Water Tank facility by performing the following duties. This position will work fully onsite during first shift at our Lebanon TN plant plocation. Responsibilities Develops, evaluates, and improves manufacturing methods using data collection, analytical analysis and experience. Strong organizational skills. Able to manage multiple projects and time lines. Analyzes and plans work force utilization, space requirements, and workflow, and designs layout of equipment and workspace for maximum efficiency. Confers with planning, manufacturing and design staff concerning product design and tooling and equipment needs to ensure efficient product introduction and manufacturing processes. Confers with vendors to determine product specifications and arrange for",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:58cba9bd9b34631ed1bcbf84dec4e4b7:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f2811a8b6bb53f5f4f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "58cba9bd9b34631ed1bcbf84dec4e4b7",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineering Supervisor-Welding",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:58cba9bd9b34631ed1bcbf84dec4e4b7:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.9c14864396830bc468",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "58cba9bd9b34631ed1bcbf84dec4e4b7",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineering Supervisor-Welding",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "d83f5f7d09304f1024c20b08e5809b83",
      "title": "Manufacturing Engineer",
      "employer_name": "Legrand",
      "employer_slug": "jobs-legrand-icims-com",
      "location_text": "Farmingdale, NY, US",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 90000,
      "salary_max": 110000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 90000,
      "base_salary_max": 110000,
      "salary_disclosed": true,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://jobs-legrand.icims.com/jobs/10078/manufacturing-engineer/job",
      "apply_url_verified": false,
      "ats": "icims",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer Farmingdale, NY, US Position Description Legrand has an opportunity for a Manufacturing Engineer to join the Data Center Power & Control Team in Farmingdale, NY . The Manufacturing Engineer develops, implements, and maintains manufacturing processes to support existing and new products. The role supports team-based process improvement efforts to ensure manufacturing processes meet requirements for capability, safety, quality, customer service, and reliability. What Will You Do? Design, improve, maintain, and implement manufacturing processes based on input from manufacturing leadership, maintenance activities, operators, and direct observation. Plan and define sequences of operations to fabricate and assemble parts and products, including development of equipment layouts, material flow, and workspace organization to improve efficiency. Train maintenance and production personnel on new and revised process procedures to support consistent and repeatable production. Maintain process documentation in accordance with established standards. Establish and maintain preventive maintenance schedules for all processes and equipment. Develop manufacturing process plans to meet all manufacturing requirements for safety, ergonomics, process capability, quality and cost. Present process concepts, implement approved solutions, and manage work to schedule and budget expectations. Lead and support continuous improvement initiatives, including lean manufacturing activities, to improve safety, cost, ergonomics, qua",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 44,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.9d7c02019a4f6e62ab",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d83f5f7d09304f1024c20b08e5809b83",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer Farmingdale, NY, US Position Description Legrand has an opportunity for a Manufacturing Engineer to join the Data Center Power & Control Team in Farmingdale, NY . The Manufacturing Engineer develops, implements, and maintains manufacturing processes to support existing and new products. The role supports team-based process improvement efforts to ensure manufacturing processes meet requirements for capability, safety, quality, customer service, and reliability. What Will You Do? Design, improve, maintain, and implement manufacturing processes based on input from manufacturing leadership, maintenance activities, operators, and direct observation. Plan and define sequences of operations to fabricate and assemble parts and products, including development of equipment layouts, material flow, and workspace organization to improve efficiency. Train maintenance and production personnel on new and revised process procedures to support consistent and repeatable production. Maintain process documentation in accordance with established standards. Establish and maintain preventive maintenance schedules for all processes and equipment. Develop manufacturing process plans to meet all manufacturing requirements for safety, ergonomics, process capability, quality and cost. Present process concepts, implement approved solutions, and manage work to schedule and budget expectations. Lead and support continuous improvement initiatives, including lean manufacturing activities, to improve safety, cost, ergonomics, qua",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:d83f5f7d09304f1024c20b08e5809b83:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.dc90e271e2ce5730f2",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d83f5f7d09304f1024c20b08e5809b83",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:d83f5f7d09304f1024c20b08e5809b83:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c73ec72ff1b9c6ec4b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d83f5f7d09304f1024c20b08e5809b83",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "3cda7cb88faa55f68dbe659cc5fb3481",
      "title": "Manufacturing Data Analyst",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "Whitehall, MI, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-08T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/117959",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Data Analyst Whitehall, MI, United States Manufacturing Data Analyst",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.36a2f5d4ff7e583d38",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "3cda7cb88faa55f68dbe659cc5fb3481",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Data Analyst Whitehall, MI, United States Manufacturing Data Analyst",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:3cda7cb88faa55f68dbe659cc5fb3481:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.5699eb58dfbf851f48",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "3cda7cb88faa55f68dbe659cc5fb3481",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Data Analyst",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:3cda7cb88faa55f68dbe659cc5fb3481:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.81e7da242c92d9391d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "3cda7cb88faa55f68dbe659cc5fb3481",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Data Analyst",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "8c722bae9dd419382cb2d75e5ff713a1",
      "title": "Career Accelerator Program - Manufacturing Supervisor",
      "employer_name": "Texas Instruments",
      "employer_slug": "texas-instruments",
      "location_text": "Malaysia",
      "country": "MY",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-08T00:00:00.000Z",
      "apply_url": "https://edbz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX/requisitions/job/25003774",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Career Accelerator Program - Manufacturing Supervisor Malaysia Career Accelerator Program - Manufacturing Supervisor",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "operations",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.9e6d5b1c3cdd6eaa09",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8c722bae9dd419382cb2d75e5ff713a1",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Career Accelerator Program - Manufacturing Supervisor Malaysia Career Accelerator Program - Manufacturing Supervisor",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8c722bae9dd419382cb2d75e5ff713a1:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.595cd1bd4042627d77",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8c722bae9dd419382cb2d75e5ff713a1",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Career Accelerator Program - Manufacturing Supervisor",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8c722bae9dd419382cb2d75e5ff713a1:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.76ed48605491656ae7",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8c722bae9dd419382cb2d75e5ff713a1",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Career Accelerator Program - Manufacturing Supervisor",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "9bf5fb0cb21d69bb739da191405ce0b6",
      "title": "Manufacturing Engineer (Panels)",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "Torrance, CA, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-05T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/117673",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer (Panels) Torrance, CA, United States Manufacturing Engineer (Panels)",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.889b9759dd58c4362f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9bf5fb0cb21d69bb739da191405ce0b6",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer (Panels) Torrance, CA, United States Manufacturing Engineer (Panels)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:9bf5fb0cb21d69bb739da191405ce0b6:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ed4b28341c9c0fb3a7",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9bf5fb0cb21d69bb739da191405ce0b6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer (Panels)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:9bf5fb0cb21d69bb739da191405ce0b6:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4e9f8d7d31adf02b0f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9bf5fb0cb21d69bb739da191405ce0b6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer (Panels)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "a536b3cf7483f79ed30b877037b4a5ba",
      "title": "Manufacturing Lead – Machine Shop",
      "employer_name": "Ulysses",
      "employer_slug": "ulysses",
      "location_text": "San Francisco, CA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "a16z"
      ],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://app.dover.com/apply/Ulysses%20Inc./615563ee-7d40-47b2-834e-7ce438f977f2",
      "apply_url_verified": false,
      "ats": "custom_structured",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Lead – Machine Shop San Francisco, CA Manufacturing Lead - Machine Shop",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 43,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.ff003073c2358f5f22",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a536b3cf7483f79ed30b877037b4a5ba",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Lead – Machine Shop San Francisco, CA Manufacturing Lead - Machine Shop",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a536b3cf7483f79ed30b877037b4a5ba:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.eb38ca1e9e9e499c3b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a536b3cf7483f79ed30b877037b4a5ba",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Lead – Machine Shop",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a536b3cf7483f79ed30b877037b4a5ba:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4dc409e86dfefae6dc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a536b3cf7483f79ed30b877037b4a5ba",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Lead – Machine Shop",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "b010b88ca6c8920bace17a4e5e5bf8b7",
      "title": "Manufacturing Project Director",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "Hampton, VA, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-04T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/116504",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Project Director Hampton, VA, United States Manufacturing Project Director",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "staff_plus",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "operations",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.7a6acb165b6a4f85e5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "b010b88ca6c8920bace17a4e5e5bf8b7",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Project Director Hampton, VA, United States Manufacturing Project Director",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:b010b88ca6c8920bace17a4e5e5bf8b7:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.e4558bfda07aad6ec3",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "b010b88ca6c8920bace17a4e5e5bf8b7",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Project Director",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:b010b88ca6c8920bace17a4e5e5bf8b7:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4d3771a1fafac3c02d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "b010b88ca6c8920bace17a4e5e5bf8b7",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Project Director",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "bbb9daead41f4c2b3e270fe031ae5a36",
      "title": "Manufacturing Equipment Repair Engineer",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Gresham, OR, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-14T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505499",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Equipment Repair Engineer Gresham, OR, United States Manufacturing Equipment Repair Engineer",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.6b06e17fd0d7f7371b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "bbb9daead41f4c2b3e270fe031ae5a36",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Equipment Repair Engineer Gresham, OR, United States Manufacturing Equipment Repair Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:bbb9daead41f4c2b3e270fe031ae5a36:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.e5bf7a63a5cc4d3b56",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "bbb9daead41f4c2b3e270fe031ae5a36",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Equipment Repair Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:bbb9daead41f4c2b3e270fe031ae5a36:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3fcd565a9c56e0d209",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "bbb9daead41f4c2b3e270fe031ae5a36",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Equipment Repair Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "c4f74fde81f8d8b915a5b7e5baa6bf6a",
      "title": "CNC Manufacturing Engineer",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "Berea, OH, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-11T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/117852",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "CNC Manufacturing Engineer Berea, OH, United States CNC Manufacturing Engineer",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.55d4264ba15fa3ded6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c4f74fde81f8d8b915a5b7e5baa6bf6a",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "CNC Manufacturing Engineer Berea, OH, United States CNC Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c4f74fde81f8d8b915a5b7e5baa6bf6a:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c9aa7ec1e575b6994e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c4f74fde81f8d8b915a5b7e5baa6bf6a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "CNC Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c4f74fde81f8d8b915a5b7e5baa6bf6a:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.982fc92e80a762787b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c4f74fde81f8d8b915a5b7e5baa6bf6a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "CNC Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "d42342184bc10a10813cdfd10625e748",
      "title": "Manufacturing Maintenance Specialist",
      "employer_name": "Texas Instruments",
      "employer_slug": "texas-instruments",
      "location_text": "Lehi, UT, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-28T00:00:00.000Z",
      "apply_url": "https://edbz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX/requisitions/job/25010989",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Maintenance Specialist Lehi, UT, United States Manufacturing Maintenance Specialist",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "trades",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.466eebfb92bf6fce9e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d42342184bc10a10813cdfd10625e748",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Maintenance Specialist Lehi, UT, United States Manufacturing Maintenance Specialist",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:d42342184bc10a10813cdfd10625e748:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.98033e275d8007ad8f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d42342184bc10a10813cdfd10625e748",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Maintenance Specialist",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:d42342184bc10a10813cdfd10625e748:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ae1308b66d5e8b430a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d42342184bc10a10813cdfd10625e748",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Maintenance Specialist",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "d79fc95c89d2429e7af06ecfc8b54486",
      "title": "Associate Director, Process Development and Manufacturing",
      "employer_name": "Avidity Biosciences",
      "employer_slug": "avidity-biosciences",
      "location_text": "US",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-04-08T21:36:00.000Z",
      "apply_url": "https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=9e8f5d1c-a95f-4aad-a457-3b5a364b7ac6&ccId=19000101_000001&lang=en_US&selectedMenuKey=CareerCenter&jobId=9205567857973_1",
      "apply_url_verified": false,
      "ats": "adp_recruiting",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Associate Director, Process Development and Manufacturing US Associate Director, Process Development and Manufacturing",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "staff_plus",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "engineering",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.a4e43cff96005feecd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d79fc95c89d2429e7af06ecfc8b54486",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Associate Director, Process Development and Manufacturing US Associate Director, Process Development and Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:d79fc95c89d2429e7af06ecfc8b54486:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.da3afe56fd84ddd045",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d79fc95c89d2429e7af06ecfc8b54486",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Associate Director, Process Development and Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:d79fc95c89d2429e7af06ecfc8b54486:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4343fd969329c790ab",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d79fc95c89d2429e7af06ecfc8b54486",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Associate Director, Process Development and Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "da1fc057c31880d403a9a5fe9d07c625",
      "title": "Manufacturing Engineer II",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "Carson, CA, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-03T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/117744",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer II Carson, CA, United States Manufacturing Engineer II",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.abc1c7903f0cb2991b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "da1fc057c31880d403a9a5fe9d07c625",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer II Carson, CA, United States Manufacturing Engineer II",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:da1fc057c31880d403a9a5fe9d07c625:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.d127842b8e8a2b6930",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "da1fc057c31880d403a9a5fe9d07c625",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer II",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:da1fc057c31880d403a9a5fe9d07c625:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b6bbda6f59d3633975",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "da1fc057c31880d403a9a5fe9d07c625",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer II",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "dc37f3d5a09b8b81f5121584fa402522",
      "title": "Engineer- Manufacturing I USA",
      "employer_name": "First Solar",
      "employer_slug": "first-solar",
      "location_text": "Perrysburg, OH, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-11T00:00:00.000Z",
      "apply_url": "https://fa-esbv-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/1024835",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Engineer- Manufacturing I USA Perrysburg, OH, United States Engineer- Manufacturing I USA",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.53f526761263458474",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "dc37f3d5a09b8b81f5121584fa402522",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Engineer- Manufacturing I USA Perrysburg, OH, United States Engineer- Manufacturing I USA",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:dc37f3d5a09b8b81f5121584fa402522:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c77eba01cd23996d9e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "dc37f3d5a09b8b81f5121584fa402522",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Engineer- Manufacturing I USA",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:dc37f3d5a09b8b81f5121584fa402522:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6317dbce2b5454ed70",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "dc37f3d5a09b8b81f5121584fa402522",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Engineer- Manufacturing I USA",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "e9412c832c66d29e35955610cba7fe8a",
      "title": "NPI Manufacturing Engineer",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "Cleveland, OH, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-07T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/117944",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "NPI Manufacturing Engineer Cleveland, OH, United States NPI Manufacturing Engineer",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.6a966d85f1e8010275",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e9412c832c66d29e35955610cba7fe8a",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "NPI Manufacturing Engineer Cleveland, OH, United States NPI Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e9412c832c66d29e35955610cba7fe8a:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f2c6c957d05c93155c",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e9412c832c66d29e35955610cba7fe8a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "NPI Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e9412c832c66d29e35955610cba7fe8a:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6fc9c711ef27c0598d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e9412c832c66d29e35955610cba7fe8a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "NPI Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "ee165813c1d272a050b18333f182cbbd",
      "title": "Lead, Manufacturing (Front End Nights)",
      "employer_name": "BioMarin Pharmaceutical",
      "employer_slug": "biomarin-pharmaceutical",
      "location_text": "Location not specified",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://jobs.jobvite.com/biomarin/job/odQ6zfws",
      "apply_url_verified": false,
      "ats": "jobvite",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Lead, Manufacturing (Front End Nights) Lead, Manufacturing (Front End Nights)",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.c44eae46c05c0b4f02",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ee165813c1d272a050b18333f182cbbd",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Lead, Manufacturing (Front End Nights) Lead, Manufacturing (Front End Nights)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:ee165813c1d272a050b18333f182cbbd:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.0dae25e9493e0a69f6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ee165813c1d272a050b18333f182cbbd",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Lead, Manufacturing (Front End Nights)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:ee165813c1d272a050b18333f182cbbd:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3c237d83eedc4efa9e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ee165813c1d272a050b18333f182cbbd",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Lead, Manufacturing (Front End Nights)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "4f855dd8751553788005ec2724f9b05c",
      "title": "Aseptic Manufacturing Associate, Liso-cel CAR-T, Aseptic Manufacturing Operations",
      "employer_name": "Bristol Myers Squibb",
      "employer_slug": "bristolmyerssquibb",
      "location_text": "Summit West - NJ - US",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T00:00:00.000Z",
      "apply_url": "https://bristolmyerssquibb.wd5.myworkdayjobs.com/BMS/job/Summit-West---NJ---US/Aseptic-Manufacturing-Associate--Liso-cel-CAR-T--Aseptic-Manufacturing-Operations_R1603406-1",
      "apply_url_verified": false,
      "ats": "workday",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Aseptic Manufacturing Associate, Liso-cel CAR-T, Aseptic Manufacturing Operations Summit West - NJ - US posted: Posted Today",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "operations",
      "employer_industry": "Healthcare",
      "employer_size": "5000+",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.f76c4c932af725ac90",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4f855dd8751553788005ec2724f9b05c",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Aseptic Manufacturing Associate, Liso-cel CAR-T, Aseptic Manufacturing Operations Summit West - NJ - US posted: Posted Today",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:4f855dd8751553788005ec2724f9b05c:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.0fc5a1e9a553bc19ad",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4f855dd8751553788005ec2724f9b05c",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Aseptic Manufacturing Associate, Liso-cel CAR-T, Aseptic Manufacturing Operations",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:4f855dd8751553788005ec2724f9b05c:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3ebe54b56ab1489fe5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4f855dd8751553788005ec2724f9b05c",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Aseptic Manufacturing Associate, Liso-cel CAR-T, Aseptic Manufacturing Operations",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "ea5361b69fb1d29ebd6708314aa03e04",
      "title": "Manufacturing Engineer",
      "employer_name": "Blue Bird Corp",
      "employer_slug": "blue-bird-corp",
      "location_text": "Fort Valley, GA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-02-19T14:09:52.001Z",
      "apply_url": "https://recruiting.ultipro.com/BLU1004BBBC/JobBoard/1dfd3da7-cc1c-4f67-a1ca-2de669150f8c/OpportunityDetail?opportunityId=d975dc5d-7b9a-45c7-a456-462ec972d461",
      "apply_url_verified": false,
      "ats": "ukg_pro",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer Fort Valley, GA Reporting to the Manufacturing Engineering Director, this role is responsible for optimizing production manufacturing processes through developing, planning, and implementing improvements that positively impact safety, quality, labor, and delivery utilizing engineering principles.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.846428615235b086a2",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ea5361b69fb1d29ebd6708314aa03e04",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer Fort Valley, GA Reporting to the Manufacturing Engineering Director, this role is responsible for optimizing production manufacturing processes through developing, planning, and implementing improvements that positively impact safety, quality, labor, and delivery utilizing engineering principles.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:ea5361b69fb1d29ebd6708314aa03e04:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b9b8327c0f28b6a4cd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ea5361b69fb1d29ebd6708314aa03e04",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:ea5361b69fb1d29ebd6708314aa03e04:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3bed78f0c5db04915f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ea5361b69fb1d29ebd6708314aa03e04",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "641b2f679858d271b7c2abb2324e6830",
      "title": "Resident Manufacturing Test Engineer",
      "employer_name": "Hewlett Packard Enterprise",
      "employer_slug": "hewlett-packard-enterprise",
      "location_text": "Hanoi City, Hà Nội, Vietnam",
      "country": "VN",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T00:00:00.000Z",
      "apply_url": "https://hpe.wd5.myworkdayjobs.com/Jobsathpe/job/Hanoi-City-H-Ni-Vietnam/Resident-Manufacturing-Test-Engineer_1207064-1/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Resident Manufacturing Test Engineer Hanoi City, Hà Nội, Vietnam Embrace the role of a Resident Manufacturing Test Engineer and play a key role in testing, troubleshooting, and improving manufacturing processes. Collaborate with cross-functional teams, drive quality initiatives, and mentor engineers. If you have strong analytical skills and experience in manufacturing testing, this is your opportunity to make an impact.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.efd8890cab53c7a5c1",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "641b2f679858d271b7c2abb2324e6830",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Resident Manufacturing Test Engineer Hanoi City, Hà Nội, Vietnam Embrace the role of a Resident Manufacturing Test Engineer and play a key role in testing, troubleshooting, and improving manufacturing processes. Collaborate with cross-functional teams, drive quality initiatives, and mentor engineers. If you have strong analytical skills and experience in manufacturing testing, this is your opportunity to make an impact.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:641b2f679858d271b7c2abb2324e6830:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4ae1bda14f4d649519",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "641b2f679858d271b7c2abb2324e6830",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Resident Manufacturing Test Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:641b2f679858d271b7c2abb2324e6830:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.51e6d25c45cfc1900b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "641b2f679858d271b7c2abb2324e6830",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Resident Manufacturing Test Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "7a82e4e80de03dd6deef37423874a329",
      "title": "Experienced Associate_Manufacturing Excellence - Quality",
      "employer_name": "PricewaterhouseCoopers International Limited",
      "employer_slug": "pricewaterhousecoopers-international-limited",
      "location_text": "Bangalore, India",
      "country": "IN",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-01T00:00:00.000Z",
      "apply_url": "https://pwc.wd3.myworkdayjobs.com/CRM_Experienced_Careers_Site/job/Bangalore/Experienced-Associate-Manufacturing-Excellence---Quality_732246WD/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Experienced Associate_Manufacturing Excellence - Quality Bangalore, India Join us as an Experienced Associate in Manufacturing Excellence - Quality and drive impactful solutions for global clients. Apply your expertise in Lean Manufacturing, Six Sigma, and process improvement to enhance product development and manufacturing processes. Collaborate with cross-functional teams and develop your skills in a dynamic, growth-focused environment.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "trades",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.791ba2ef8db08d1bbf",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7a82e4e80de03dd6deef37423874a329",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Experienced Associate_Manufacturing Excellence - Quality Bangalore, India Join us as an Experienced Associate in Manufacturing Excellence - Quality and drive impactful solutions for global clients. Apply your expertise in Lean Manufacturing, Six Sigma, and process improvement to enhance product development and manufacturing processes. Collaborate with cross-functional teams and develop your skills in a dynamic, growth-focused environment.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:7a82e4e80de03dd6deef37423874a329:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.e4fef7a0d4b7ae3b45",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7a82e4e80de03dd6deef37423874a329",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Experienced Associate_Manufacturing Excellence - Quality",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:7a82e4e80de03dd6deef37423874a329:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6974a30abe9f119f37",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7a82e4e80de03dd6deef37423874a329",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Experienced Associate_Manufacturing Excellence - Quality",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "7ba1492a63e08e16533ca319a89b4640",
      "title": "Manufacturing Biotechnologist Trainee - Attach & Train program",
      "employer_name": "Roche Holding AG",
      "employer_slug": "roche-holding-ag",
      "location_text": "Singapore, Central Singapore, Singapore",
      "country": "SG",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-04-30T00:00:00.000Z",
      "apply_url": "https://roche.wd3.myworkdayjobs.com/roche-ext/job/Central-Singapore/Manufacturing-Biotechnologist-Trainee---Attach---Train-program_202604-108949/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Biotechnologist Trainee - Attach & Train program Singapore, Central Singapore, Singapore We are looking for a Manufacturing Biotechnologist Trainee to join our team at Roche. This role involves supporting the Biochemical Manufacturing Department, ensuring compliance with Good Manufacturing Practices, and contributing to process improvement initiatives. Fresh graduates with a degree in Life Sciences or Engineering are encouraged to apply.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "entry",
      "years_experience_min": 0,
      "years_experience_max": 4,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.9fd08364a00cf37fee",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7ba1492a63e08e16533ca319a89b4640",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Biotechnologist Trainee - Attach & Train program Singapore, Central Singapore, Singapore We are looking for a Manufacturing Biotechnologist Trainee to join our team at Roche. This role involves supporting the Biochemical Manufacturing Department, ensuring compliance with Good Manufacturing Practices, and contributing to process improvement initiatives. Fresh graduates with a degree in Life Sciences or Engineering are encouraged to apply.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:7ba1492a63e08e16533ca319a89b4640:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f3506e4b8fc5fd5612",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7ba1492a63e08e16533ca319a89b4640",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Biotechnologist Trainee - Attach & Train program",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:7ba1492a63e08e16533ca319a89b4640:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.7da6dd3489a01adb77",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7ba1492a63e08e16533ca319a89b4640",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Biotechnologist Trainee - Attach & Train program",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "a836b2ea25a8c441246d0b1ba6d4d666",
      "title": "Advanced Manufacturing Engineer Senior Advanced",
      "employer_name": "Honeywell",
      "employer_slug": "honeywell",
      "location_text": "Phoenix, AZ, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "hybrid",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": 2,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T00:00:00.000Z",
      "apply_url": "https://icfcjb.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/Honeywell/requisitions/job/110108",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Advanced Manufacturing Engineer Senior Advanced Phoenix, AZ, United States As an Advanced Manufacturing Engineer Sr Adv here at Honeywell, you will drive advanced manufacturing strategies, optimize processes, and implement cutting-edge technologies to achieve operational excellence and innovation. You will report directly to our Director Adv Manufacturing Engineering, and you'll work out of our Phoenix AZ location on a Hybrid, work schedule.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.d0c3b1ee68c227cbe5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a836b2ea25a8c441246d0b1ba6d4d666",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Advanced Manufacturing Engineer Senior Advanced Phoenix, AZ, United States As an Advanced Manufacturing Engineer Sr Adv here at Honeywell, you will drive advanced manufacturing strategies, optimize processes, and implement cutting-edge technologies to achieve operational excellence and innovation. You will report directly to our Director Adv Manufacturing Engineering, and you'll work out of our Phoenix AZ location on a Hybrid, work schedule.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a836b2ea25a8c441246d0b1ba6d4d666:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c720bb2fcb235f9f31",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a836b2ea25a8c441246d0b1ba6d4d666",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Advanced Manufacturing Engineer Senior Advanced",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a836b2ea25a8c441246d0b1ba6d4d666:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.628d15a3ff665958e6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a836b2ea25a8c441246d0b1ba6d4d666",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Advanced Manufacturing Engineer Senior Advanced",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "6885303683611398ebaf472b73404ee3",
      "title": "Senior Manufacturing Engineer",
      "employer_name": "Emerson Electric",
      "employer_slug": "emerson-electric",
      "location_text": "Nilai, Negeri Sembilan, Malaysia",
      "country": "MY",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_I_2024_Latest.zip",
      "k401_match_source_fields": [
        "SMALL_EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_I_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "SMALL_EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T00:00:00.000Z",
      "apply_url": "https://hdjq.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/26005734",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Manufacturing Engineer Nilai, Negeri Sembilan, Malaysia As a Senior Engineer, you will provide technical leadership and engineering support to manufacturing operations for control valve assembly and related processes. You will drive continuous improvement initiatives, product localization, new product introduction (NPI), troubleshooting, and cost reduction projects while collaborating cross-functionally with Operations, Quality, Manufacturing Engineering, and regional teams. This role plays a critical part in enhancing operational excellence, manufacturing capability, safety, and product quality within the Fisher Valves manufacturing facility.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.1a63a0f01a0923f050",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "6885303683611398ebaf472b73404ee3",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Manufacturing Engineer Nilai, Negeri Sembilan, Malaysia As a Senior Engineer, you will provide technical leadership and engineering support to manufacturing operations for control valve assembly and related processes. You will drive continuous improvement initiatives, product localization, new product introduction (NPI), troubleshooting, and cost reduction projects while collaborating cross-functionally with Operations, Quality, Manufacturing Engineering, and regional teams. This role plays a critical part in enhancing operational excellence, manufacturing capability, safety, and product quality within the Fisher Valves manufacturing facility.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:6885303683611398ebaf472b73404ee3:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.0e77f598c0286c3fdd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "6885303683611398ebaf472b73404ee3",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Senior Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:6885303683611398ebaf472b73404ee3:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.382269a09412f56fd5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "6885303683611398ebaf472b73404ee3",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Senior Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "dae1dc9355f8bba7ae38723077b078d1",
      "title": "Operating Technician, Manufacturing",
      "employer_name": "Sherwin-Williams",
      "employer_slug": "sherwin-williams",
      "location_text": "Fernley, NV, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T00:00:00.000Z",
      "apply_url": "https://ejhp.fa.us6.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX/requisitions/job/2614580",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Operating Technician, Manufacturing Fernley, NV, United States This position is an essential part of Sherwin's manufacturing team. This position is responsible for setting up, running, and maintaining manufacturing equipment to produce paint and coating products consistent with customer requirements.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.5f9f0abd3879f37272",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "dae1dc9355f8bba7ae38723077b078d1",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Operating Technician, Manufacturing Fernley, NV, United States This position is an essential part of Sherwin's manufacturing team. This position is responsible for setting up, running, and maintaining manufacturing equipment to produce paint and coating products consistent with customer requirements.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:dae1dc9355f8bba7ae38723077b078d1:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2256cc20edbfaaab8f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "dae1dc9355f8bba7ae38723077b078d1",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Operating Technician, Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:dae1dc9355f8bba7ae38723077b078d1:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.9ede534a770bb1912a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "dae1dc9355f8bba7ae38723077b078d1",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Operating Technician, Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "2c3e37ce4913ddabeed2233e922efc0a",
      "title": "Technician- Manufacturing Engineer I USA",
      "employer_name": "First Solar",
      "employer_slug": "first-solar",
      "location_text": "OH, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-02T00:00:00.000Z",
      "apply_url": "https://fa-esbv-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/1024204",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Technician- Manufacturing Engineer I USA OH, United States Technician- Manufacturing Engineer I USA",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.2e5bc5f489c01b47d6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "2c3e37ce4913ddabeed2233e922efc0a",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Technician- Manufacturing Engineer I USA OH, United States Technician- Manufacturing Engineer I USA",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:2c3e37ce4913ddabeed2233e922efc0a:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c7c2fb62b44d434a66",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "2c3e37ce4913ddabeed2233e922efc0a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Technician- Manufacturing Engineer I USA",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:2c3e37ce4913ddabeed2233e922efc0a:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ccdd5aaf894771ce7d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "2c3e37ce4913ddabeed2233e922efc0a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Technician- Manufacturing Engineer I USA",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "471029035fd1712e5cbbae5756e89156",
      "title": "Mechanical Engineer (Manufacturing)",
      "employer_name": "Worthington Steel Inc",
      "employer_slug": "worthington-steel-inc",
      "location_text": "Taylor, MI, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-03T00:00:00.000Z",
      "apply_url": "https://cbdt.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX/requisitions/job/43089",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Mechanical Engineer (Manufacturing) Taylor, MI, United States Mechanical Engineer (Manufacturing)",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.4a579c16fb22585585",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "471029035fd1712e5cbbae5756e89156",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Mechanical Engineer (Manufacturing) Taylor, MI, United States Mechanical Engineer (Manufacturing)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:471029035fd1712e5cbbae5756e89156:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.a550c8edc925e29a05",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "471029035fd1712e5cbbae5756e89156",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Mechanical Engineer (Manufacturing)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:471029035fd1712e5cbbae5756e89156:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f9c984fc94d0c9bf7a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "471029035fd1712e5cbbae5756e89156",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Mechanical Engineer (Manufacturing)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "c728afc982e9adf9727b2a8dfb914fd2",
      "title": "Manufacturing Food Scientist, Lakeland",
      "employer_name": "Publix Super Markets, Inc.",
      "employer_slug": "publix-super-markets-inc",
      "location_text": "Lakeland, FL",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?partnerid=26173&siteid=5197&PageType=JobDetails&jobid=1400167",
      "apply_url_verified": false,
      "ats": "brassring_kenexa",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Food Scientist, Lakeland Lakeland, FL Manufacturing Food Scientist, Lakeland",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.8d14e20e64ad1fef2b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c728afc982e9adf9727b2a8dfb914fd2",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Food Scientist, Lakeland Lakeland, FL Manufacturing Food Scientist, Lakeland",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c728afc982e9adf9727b2a8dfb914fd2:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.45e0d795ace4317930",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c728afc982e9adf9727b2a8dfb914fd2",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Food Scientist, Lakeland",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c728afc982e9adf9727b2a8dfb914fd2:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.fa16c220dc8c89d6b7",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c728afc982e9adf9727b2a8dfb914fd2",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Food Scientist, Lakeland",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "eccbfeb11d0e9a176f78820192e1f218",
      "title": "Manufacturing Integration Engineer",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Hopewell Junction, NY, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-26T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505559",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Integration Engineer Hopewell Junction, NY, United States Manufacturing Integration Engineer",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.567cc121329efe21f0",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eccbfeb11d0e9a176f78820192e1f218",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Integration Engineer Hopewell Junction, NY, United States Manufacturing Integration Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:eccbfeb11d0e9a176f78820192e1f218:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.1c072ca778daf8c8cc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eccbfeb11d0e9a176f78820192e1f218",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Integration Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:eccbfeb11d0e9a176f78820192e1f218:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ec197e96f1e92434e6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eccbfeb11d0e9a176f78820192e1f218",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Integration Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "1285d5fdb419a5833b5384edcb6eba02",
      "title": "Technician Manufacturing Engineering (AM Crew)",
      "employer_name": "First Solar",
      "employer_slug": "first-solar",
      "location_text": "Perrysburg, OH, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-03-16T00:00:00.000Z",
      "apply_url": "https://fa-esbv-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/1019740",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Technician Manufacturing Engineering (AM Crew) Perrysburg, OH, United States • Implements, tests, and maintains all manufacturing equipment controls. • Performs as directed, all necessary maintenance of equipment in a timely and cost efficient manner • Assist in the installation and qualification of manufacturing equipment, troubleshoot day-to-day manufacturing issues, identify and/or implement system improvements that contribute to the achievement of throughput, yield and product performance goals.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.dde1c7270c3c8bf111",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "1285d5fdb419a5833b5384edcb6eba02",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Technician Manufacturing Engineering (AM Crew) Perrysburg, OH, United States • Implements, tests, and maintains all manufacturing equipment controls. • Performs as directed, all necessary maintenance of equipment in a timely and cost efficient manner • Assist in the installation and qualification of manufacturing equipment, troubleshoot day-to-day manufacturing issues, identify and/or implement system improvements that contribute to the achievement of throughput, yield and product performance goals.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:1285d5fdb419a5833b5384edcb6eba02:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3d1bca06605a4b34bd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "1285d5fdb419a5833b5384edcb6eba02",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Technician Manufacturing Engineering (AM Crew)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:1285d5fdb419a5833b5384edcb6eba02:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4101b51f10a0aa60ed",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "1285d5fdb419a5833b5384edcb6eba02",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Technician Manufacturing Engineering (AM Crew)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "132436a4ad4b76f1032a78d8e0aaca02",
      "title": "Manufacturing Operator II - WKA Chambers",
      "employer_name": "Thermo Fisher Scientific",
      "employer_slug": "thermo-fisher-scientific",
      "location_text": "Millersburg, Pennsylvania, United States of America",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-29T00:00:00.000Z",
      "apply_url": "https://thermofisher.wd5.myworkdayjobs.com/ThermoFisherCareers/job/Millersburg-Pennsylvania-USA/Manufacturing-Operator-II---WKA-Chambers_R-01353802/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Operator II - WKA Chambers Millersburg, Pennsylvania, United States of America Embrace the role of a Manufacturing Operator II and play a vital role in a cleanroom production environment. Utilize your manufacturing process knowledge, quality control skills, and attention to detail to ensure safe, efficient operations. Grow your career with Thermo Fisher Scientific and help make a global impact in manufacturing excellence.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.de9452ca8c384d795b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "132436a4ad4b76f1032a78d8e0aaca02",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Operator II - WKA Chambers Millersburg, Pennsylvania, United States of America Embrace the role of a Manufacturing Operator II and play a vital role in a cleanroom production environment. Utilize your manufacturing process knowledge, quality control skills, and attention to detail to ensure safe, efficient operations. Grow your career with Thermo Fisher Scientific and help make a global impact in manufacturing excellence.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:132436a4ad4b76f1032a78d8e0aaca02:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2c4c8d906f9e1b94b3",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "132436a4ad4b76f1032a78d8e0aaca02",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Operator II - WKA Chambers",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:132436a4ad4b76f1032a78d8e0aaca02:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f24f05f42962317d0d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "132436a4ad4b76f1032a78d8e0aaca02",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Operator II - WKA Chambers",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "72cdbed562d6041b21910051f5d5ba18",
      "title": "Technician Manufacturing Engineering (PM Crew)",
      "employer_name": "First Solar",
      "employer_slug": "first-solar",
      "location_text": "Perrysburg, OH, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-03-16T00:00:00.000Z",
      "apply_url": "https://fa-esbv-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/1019741",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Technician Manufacturing Engineering (PM Crew) Perrysburg, OH, United States • Implements, tests, and maintains all manufacturing equipment controls. • Performs as directed, all necessary maintenance of equipment in a timely and cost efficient manner • Assist in the installation and qualification of manufacturing equipment, troubleshoot day-to-day manufacturing issues, identify and/or implement system improvements that contribute to the achievement of throughput, yield and product performance goals.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.3b1268b4abe0e3d164",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "72cdbed562d6041b21910051f5d5ba18",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Technician Manufacturing Engineering (PM Crew) Perrysburg, OH, United States • Implements, tests, and maintains all manufacturing equipment controls. • Performs as directed, all necessary maintenance of equipment in a timely and cost efficient manner • Assist in the installation and qualification of manufacturing equipment, troubleshoot day-to-day manufacturing issues, identify and/or implement system improvements that contribute to the achievement of throughput, yield and product performance goals.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:72cdbed562d6041b21910051f5d5ba18:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.a7f1be097b1ffea7d0",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "72cdbed562d6041b21910051f5d5ba18",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Technician Manufacturing Engineering (PM Crew)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:72cdbed562d6041b21910051f5d5ba18:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.420e31cafa006d2e3f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "72cdbed562d6041b21910051f5d5ba18",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Technician Manufacturing Engineering (PM Crew)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "945c58f3e6c817a30ed2079fad8069bc",
      "title": "Senior Associate - Manufacturing Excellence",
      "employer_name": "PricewaterhouseCoopers International Limited",
      "employer_slug": "pricewaterhousecoopers-international-limited",
      "location_text": "Bangalore, India",
      "country": "IN",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-01T00:00:00.000Z",
      "apply_url": "https://pwc.wd3.myworkdayjobs.com/CRM_Experienced_Careers_Site/job/Bangalore/Senior-Associate---Manufacturing-Excellence_732073WD/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Associate - Manufacturing Excellence Bangalore, India Join our team as a Senior Associate - Manufacturing Excellence and drive operational improvements for global clients. Leverage your expertise in Lean Manufacturing and Six Sigma to optimize processes, lead product development, and mentor junior team members. Shape the future of manufacturing with hands-on learning and impactful client engagement in a dynamic, growth-focused environment.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.104ac52e5af771ac4a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "945c58f3e6c817a30ed2079fad8069bc",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Associate - Manufacturing Excellence Bangalore, India Join our team as a Senior Associate - Manufacturing Excellence and drive operational improvements for global clients. Leverage your expertise in Lean Manufacturing and Six Sigma to optimize processes, lead product development, and mentor junior team members. Shape the future of manufacturing with hands-on learning and impactful client engagement in a dynamic, growth-focused environment.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:945c58f3e6c817a30ed2079fad8069bc:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.99962a8dca5c26f69c",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "945c58f3e6c817a30ed2079fad8069bc",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Senior Associate - Manufacturing Excellence",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:945c58f3e6c817a30ed2079fad8069bc:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.97081938f384ffc137",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "945c58f3e6c817a30ed2079fad8069bc",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Senior Associate - Manufacturing Excellence",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "cc4a2e4e07b1d63b020cca0a4dd38f14",
      "title": "R&D - Manufacturing Engineer",
      "employer_name": "TE Connectivity",
      "employer_slug": "te-connectivity",
      "location_text": "Job Country Morocco",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.te.com/job/Tangier-R&D-Manufacturing-Engineer-01-90100/149785-en_US/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "R&D - Manufacturing Engineer Job Country Morocco At TE, you will unleash your potential working with people from diverse backgrounds and industries to create a safer, sustainable and more connected world. Why you should join TE Connectivity's Manufacturing Engineering Teams are process leaders for stamping, molding or assembly related topics, ensuring the processes are running at optimum levels for quality and output. They are experts in mold tooling, die tooling, machining, and assembly techniques, possessing extensive knowledge of the associated manufacturing processes which may include the optimization and standardization of stamping / molding / assembly or other processes within the manufacturing environment. Manufacturing Engineering Teams enable the TE business unit plants to reach TE Operating Advantage (TEOA) requirements, roll out Centers of Excellence (COE), Best Demonstrated Practices (BDP's) and advise plants on tool and machine duplications / corrections / improvements. They design and develop manufacturing process and automation platforms and apply them for the realization of new product developments as well as optimization of existing products already in production. The Teams also support Product Development in the selection and optimization of tools for piece part production and the selection of the most suitable manufacturing concepts relative to planned manufacturing quantities, quality requirements and manufacturing location. They act as interface between engineering and production to ensure manufacturabi",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.5c4b29355e191e452e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "cc4a2e4e07b1d63b020cca0a4dd38f14",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "R&D - Manufacturing Engineer Job Country Morocco At TE, you will unleash your potential working with people from diverse backgrounds and industries to create a safer, sustainable and more connected world. Why you should join TE Connectivity's Manufacturing Engineering Teams are process leaders for stamping, molding or assembly related topics, ensuring the processes are running at optimum levels for quality and output. They are experts in mold tooling, die tooling, machining, and assembly techniques, possessing extensive knowledge of the associated manufacturing processes which may include the optimization and standardization of stamping / molding / assembly or other processes within the manufacturing environment. Manufacturing Engineering Teams enable the TE business unit plants to reach TE Operating Advantage (TEOA) requirements, roll out Centers of Excellence (COE), Best Demonstrated Practices (BDP's) and advise plants on tool and machine duplications / corrections / improvements. They design and develop manufacturing process and automation platforms and apply them for the realization of new product developments as well as optimization of existing products already in production. The Teams also support Product Development in the selection and optimization of tools for piece part production and the selection of the most suitable manufacturing concepts relative to planned manufacturing quantities, quality requirements and manufacturing location. They act as interface between engineering and production to ensure manufacturabi",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:cc4a2e4e07b1d63b020cca0a4dd38f14:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.bd2fa470e854684a10",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "cc4a2e4e07b1d63b020cca0a4dd38f14",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "R&D - Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:cc4a2e4e07b1d63b020cca0a4dd38f14:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f7122bbd51ebe638f3",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "cc4a2e4e07b1d63b020cca0a4dd38f14",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "R&D - Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "e8983d8952a335e7384e429dff667fff",
      "title": "Manufacturing Engineer",
      "employer_name": "Boston Scientific",
      "employer_slug": "boston-scientific",
      "location_text": "Cork",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://jobs.bostonscientific.com/job/Cork-Manufacturing-Engineer-C/1399302300/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer Cork Diversity - Innovation - Caring - Global Collaboration - Winning Spirit - High Performance At Boston Scientific, we'll give you the opportunity to harness all that's within you by working in teams of diverse and high-performing employees, tackling some of the most important health industry challenges. With access to the latest tools, information and training, we'll help you in advancing your skills and career. Here, you'll be supported in progressing - whatever your ambitions. Advancing possibilities for a brighter tomorrow We are seeking a Manufacturing Engineer on a permanent basis to join our team. Job Purpose: To support the engineering, implementation, and transfer of capable and effective manufacturing processes for a hydrogel-based medical device product, contributing to successful process transfer, facility start-up, and sustained commercial manufacturing. The role will support assigned engineering, validation, documentation, and manufacturing readiness activities under the guidance of Manufacturing Engineer II, Senior Engineers, project leads, and management. Key Responsibilities: Technology Transfer & Process Development Support assigned activities associated with the transfer of hydrogel/polymer-based manufacturing processes into the site. Assist in documenting current-state and future-state manufacturing processes, unit operations, process flows, and process inputs/outputs. Support translation of process knowledge into GMP-compliant manufacturing documentation, st",
      "parental_leave_weeks": 8,
      "non_birth_parent_leave_weeks": 8,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.bostonscientific.com/content/dam/bostonscientific/corporate/citizenship/sustainability/2019_Boston_Scientific_Performance_Report.pdf",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 81,
      "benefit_verified": true,
      "benefit_last_verified": "2026-05-07",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Healthcare",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.cc607d621cd00313c5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e8983d8952a335e7384e429dff667fff",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer Cork Diversity - Innovation - Caring - Global Collaboration - Winning Spirit - High Performance At Boston Scientific, we'll give you the opportunity to harness all that's within you by working in teams of diverse and high-performing employees, tackling some of the most important health industry challenges. With access to the latest tools, information and training, we'll help you in advancing your skills and career. Here, you'll be supported in progressing - whatever your ambitions. Advancing possibilities for a brighter tomorrow We are seeking a Manufacturing Engineer on a permanent basis to join our team. Job Purpose: To support the engineering, implementation, and transfer of capable and effective manufacturing processes for a hydrogel-based medical device product, contributing to successful process transfer, facility start-up, and sustained commercial manufacturing. The role will support assigned engineering, validation, documentation, and manufacturing readiness activities under the guidance of Manufacturing Engineer II, Senior Engineers, project leads, and management. Key Responsibilities: Technology Transfer & Process Development Support assigned activities associated with the transfer of hydrogel/polymer-based manufacturing processes into the site. Assist in documenting current-state and future-state manufacturing processes, unit operations, process flows, and process inputs/outputs. Support translation of process knowledge into GMP-compliant manufacturing documentation, st",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e8983d8952a335e7384e429dff667fff:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3205c2bc4b5b25ffb5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e8983d8952a335e7384e429dff667fff",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e8983d8952a335e7384e429dff667fff:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.e04a763f29eacd017d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e8983d8952a335e7384e429dff667fff",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "209064871094297fdf572b1e7b02ec56",
      "title": "Advanced Manufacturing Engineer Senior",
      "employer_name": "Honeywell",
      "employer_slug": "honeywell",
      "location_text": "Phoenix, AZ, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T00:00:00.000Z",
      "apply_url": "https://icfcjb.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/Honeywell/requisitions/job/108795",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Advanced Manufacturing Engineer Senior Phoenix, AZ, United States Advanced Manufacturing Engineer Senior",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.bbd05403e6f21989f8",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "209064871094297fdf572b1e7b02ec56",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Advanced Manufacturing Engineer Senior Phoenix, AZ, United States Advanced Manufacturing Engineer Senior",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:209064871094297fdf572b1e7b02ec56:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2f158386154f3e6f8c",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "209064871094297fdf572b1e7b02ec56",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Advanced Manufacturing Engineer Senior",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:209064871094297fdf572b1e7b02ec56:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.95f31f7a9746906fbc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "209064871094297fdf572b1e7b02ec56",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Advanced Manufacturing Engineer Senior",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "23f8c0771268b3409fda63f136f4576c",
      "title": "Sr Manufacturing Engineer - Inverter",
      "employer_name": "Garrett Motion Inc",
      "employer_slug": "garrett-motion-inc",
      "location_text": "Wuchang, Hubei, China",
      "country": "CN",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-04-17T00:00:00.000Z",
      "apply_url": "https://ehth.fa.em2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_2001/requisitions/job/14282",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Sr Manufacturing Engineer - Inverter Wuchang, Hubei, China Sr Manufacturing Engineer - Inverter",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "51-200",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.6d685e7b6e4bf3028a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "23f8c0771268b3409fda63f136f4576c",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Sr Manufacturing Engineer - Inverter Wuchang, Hubei, China Sr Manufacturing Engineer - Inverter",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:23f8c0771268b3409fda63f136f4576c:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.9c59a5827d19b52ef0",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "23f8c0771268b3409fda63f136f4576c",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Sr Manufacturing Engineer - Inverter",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:23f8c0771268b3409fda63f136f4576c:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2ccf1c05463f4bcc94",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "23f8c0771268b3409fda63f136f4576c",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Sr Manufacturing Engineer - Inverter",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "ae47eb6d2fc7a860746a0b1581395748",
      "title": "External Manufacturing NPI Engineer",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Zhubei, Hsinchu County, Taiwan",
      "country": "TW",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-25T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505520",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "External Manufacturing NPI Engineer Zhubei, Hsinchu County, Taiwan External Manufacturing NPI Engineer",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.072969dbddc4b1c071",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ae47eb6d2fc7a860746a0b1581395748",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "External Manufacturing NPI Engineer Zhubei, Hsinchu County, Taiwan External Manufacturing NPI Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:ae47eb6d2fc7a860746a0b1581395748:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.7da93e13a3628c9e58",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ae47eb6d2fc7a860746a0b1581395748",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "External Manufacturing NPI Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:ae47eb6d2fc7a860746a0b1581395748:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f653db07e05640bbf6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ae47eb6d2fc7a860746a0b1581395748",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "External Manufacturing NPI Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "c9c24df232816eac28f6476636d2a8dc",
      "title": "Principal External Manufacturing Engineer",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Zhubei, Hsinchu County, Taiwan",
      "country": "TW",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-18T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505484",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Principal External Manufacturing Engineer Zhubei, Hsinchu County, Taiwan Principal External Manufacturing Engineer",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "staff_plus",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.0a4603251ba81a664d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c9c24df232816eac28f6476636d2a8dc",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Principal External Manufacturing Engineer Zhubei, Hsinchu County, Taiwan Principal External Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c9c24df232816eac28f6476636d2a8dc:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f3b26c936eeecfbe58",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c9c24df232816eac28f6476636d2a8dc",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Principal External Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c9c24df232816eac28f6476636d2a8dc:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.273331452888e471fc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c9c24df232816eac28f6476636d2a8dc",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Principal External Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "179a838bede2ccc932646d2fe6be5a29",
      "title": "Manufacturing Electrician",
      "employer_name": "Atkore Inc",
      "employer_slug": "atkore-inc",
      "location_text": "Pendleton OR",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-08T15:42:08.185Z",
      "apply_url": "https://recruiting2.ultipro.com/ATK1000ATKOR/JobBoard/18eec16a-a1ec-458b-82c9-cb3af8866255/OpportunityDetail?opportunityId=9cb6f2a3-5bac-4c1e-b6e4-6ec3a12b35b3",
      "apply_url_verified": false,
      "ats": "ukg_pro",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Electrician Pendleton OR Atkore, a recipient of a Great Place to Work© certification and a Top Workplaces USA award, is currently searching for a Manufacturing Electrician to be based out of Pendleton, Oregon Reporting to our Maintenance Manager. This person will perform skilled preventative and corrective electrical maintenance to equipment and associated manufacturing systems.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.c9135ea31edcdb790e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "179a838bede2ccc932646d2fe6be5a29",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Electrician Pendleton OR Atkore, a recipient of a Great Place to Work© certification and a Top Workplaces USA award, is currently searching for a Manufacturing Electrician to be based out of Pendleton, Oregon Reporting to our Maintenance Manager. This person will perform skilled preventative and corrective electrical maintenance to equipment and associated manufacturing systems.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:179a838bede2ccc932646d2fe6be5a29:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3659ae5ae302300e56",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "179a838bede2ccc932646d2fe6be5a29",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Electrician",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:179a838bede2ccc932646d2fe6be5a29:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6686110acbf3fe2117",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "179a838bede2ccc932646d2fe6be5a29",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Electrician",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "412843ee5a98da5febde2dbf1db685d5",
      "title": "Manufacturing Technician",
      "employer_name": "Thermo Fisher Scientific",
      "employer_slug": "thermo-fisher-scientific",
      "location_text": "Singapore, Singapore",
      "country": "SG",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-11T00:00:00.000Z",
      "apply_url": "https://thermofisher.wd5.myworkdayjobs.com/ThermoFisherCareers/job/Singapore-Singapore/Manufacturing-Technician_R-01355867/apply",
      "apply_url_verified": false,
      "ats": "phenom_people",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Technician Singapore, Singapore Embrace the role of a Manufacturing Technician and play a vital role in pharmaceutical production. Utilize your expertise in GMP, assembly, and process improvement to ensure quality and efficiency. If you have experience in pharmaceutical manufacturing and a passion for continuous improvement, this is your opportunity to make a global impact.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.7b3666e66a8113326a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "412843ee5a98da5febde2dbf1db685d5",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Technician Singapore, Singapore Embrace the role of a Manufacturing Technician and play a vital role in pharmaceutical production. Utilize your expertise in GMP, assembly, and process improvement to ensure quality and efficiency. If you have experience in pharmaceutical manufacturing and a passion for continuous improvement, this is your opportunity to make a global impact.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:412843ee5a98da5febde2dbf1db685d5:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b3160b716f19bfd37f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "412843ee5a98da5febde2dbf1db685d5",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Technician",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:412843ee5a98da5febde2dbf1db685d5:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.955591b08bff3dd657",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "412843ee5a98da5febde2dbf1db685d5",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Technician",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "fcb6526662e80caa96232323c5316f00",
      "title": "Manufacturing Engineer",
      "employer_name": "Glaukos Corp",
      "employer_slug": "glaukos-corp",
      "location_text": "Burlington, MA, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-19T00:00:00.000Z",
      "apply_url": "https://ekpl.fa.us6.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_3001/requisitions/job/2206",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer Burlington, MA, United States This position requires a driven individual who will support all functions of the operation. Will work with bills of material, documentation and support quoting, quality, purchasing, planning and manufacturing. Will be responsible for process development, implementation, and maintenance of Medical Device manufacturing processes.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.a994510349ebf3b209",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "fcb6526662e80caa96232323c5316f00",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer Burlington, MA, United States This position requires a driven individual who will support all functions of the operation. Will work with bills of material, documentation and support quoting, quality, purchasing, planning and manufacturing. Will be responsible for process development, implementation, and maintenance of Medical Device manufacturing processes.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:fcb6526662e80caa96232323c5316f00:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c850cc4a433db75642",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "fcb6526662e80caa96232323c5316f00",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:fcb6526662e80caa96232323c5316f00:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4e2bb9cb7cf9fc88a7",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "fcb6526662e80caa96232323c5316f00",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "4a3237b966c72d58be03398c0b28e700",
      "title": "SAP DM Functional Architect, AWS SAP Team",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Dallas, Texas, USA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 153600,
      "salary_max": 207800,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 153600,
      "base_salary_max": 207800,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-04-24T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/10402765/sap-dm-functional-architect-aws-sap-team",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "SAP DM Functional Architect, AWS SAP Team Dallas, Texas, USA We seek a highly experienced SAP Digital Manufacturing Architect responsible for designing, implementing, and supporting SAP Digital Manufacturing solutions, ensuring efficient and integrated shop floor execution, and providing expert guidance on SAP Digital Manufacturing best practices. Key job responsibilities * Manage and support manufacturing execution processes in SAP Digital Manufacturing. * Configure and maintain SAP Digital Manufacturing components such as Production Operator Dashboards (PODs), work centers/resources, routings, work instructions, and data collection. * Conduct solution assessments and implement process improvements and mitigation strategies for manufacturing execution challenges. * Ensure compliance with internal manufacturing standards, process controls, and operational requirements. * Lead SAP Digital Manufacturing projects, including implementations, rollouts, upgrades, and enhancements. * Develop and maintain solution design documents, process documentation, procedures, and support materials. * Monitor SAP Digital Manufacturing processes and integrations for failures or process issues and take corrective actions as necessary. * Conduct regular system and process reviews and provide detailed reports on findings and recommendations. * Work closely with other IT, business, operations, plant, and integration teams to ensure seamless integration of SAP Digital Manufacturing with other SAP and non-SAP systems. * Provide training and support to end users on SAP Digital Manufacturing-related processes and issues. Basic Qualifications: - 8+ years of specific technology domain areas (e.g. software development, cloud computing, systems engineering, infrastructure, security, networking, data & analytics) experience - Bachelor's degree in computer science, engineering, mathematics or equivalent - Expertise in SAP manufacturing, MES, or",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 56,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.83ec42b54b56aed0da",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4a3237b966c72d58be03398c0b28e700",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "SAP DM Functional Architect, AWS SAP Team Dallas, Texas, USA We seek a highly experienced SAP Digital Manufacturing Architect responsible for designing, implementing, and supporting SAP Digital Manufacturing solutions, ensuring efficient and integrated shop floor execution, and providing expert guidance on SAP Digital Manufacturing best practices. Key job responsibilities * Manage and support manufacturing execution processes in SAP Digital Manufacturing. * Configure and maintain SAP Digital Manufacturing components such as Production Operator Dashboards (PODs), work centers/resources, routings, work instructions, and data collection. * Conduct solution assessments and implement process improvements and mitigation strategies for manufacturing execution challenges. * Ensure compliance with internal manufacturing standards, process controls, and operational requirements. * Lead SAP Digital Manufacturing projects, including implementations, rollouts, upgrades, and enhancements. * Develop and maintain solution design documents, process documentation, procedures, and support materials. * Monitor SAP Digital Manufacturing processes and integrations for failures or process issues and take corrective actions as necessary. * Conduct regular system and process reviews and provide detailed reports on findings and recommendations. * Work closely with other IT, business, operations, plant, and integration teams to ensure seamless integration of SAP Digital Manufacturing with other SAP and non-SAP systems. * Provide training and support to end users on SAP Digital Manufacturing-related processes and issues. Basic Qualifications: - 8+ years of specific technology domain areas (e.g. software development, cloud computing, systems engineering, infrastructure, security, networking, data & analytics) experience - Bachelor's degree in computer science, engineering, mathematics or equivalent - Expertise in SAP manufacturing, MES, or",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:4a3237b966c72d58be03398c0b28e700:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.edfbd05b588f5ec305",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4a3237b966c72d58be03398c0b28e700",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "description_excerpt",
          "source_value": "SAP DM Functional Architect, AWS SAP Team Dallas, Texas, USA We seek a highly experienced SAP Digital Manufacturing Architect responsible for designing, implementing, and supporting SAP Digital Manufacturing solutions, ensuring efficient and integrated shop floor execution, and providing expert guidance on SAP Digital Manufacturing best practices. Key job responsibilities * Manage and support manufacturing execution processes in SAP Digital Manufacturing. * Configure and maintain SAP Digital Manufacturing components such as Production Operator Dashboards (PODs), work centers/resources, routings, work instructions, and data collection. * Conduct solution assessments and implement process improvements and mitigation strategies for manufacturing execution challenges. * Ensure compliance with internal manufacturing standards, process controls, and operational requirements. * Lead SAP Digital Manufacturing projects, including implementations, rollouts, upgrades, and enhancements. * Develop and maintain solution design documents, process documentation, procedures, and support materials. * Monitor SAP Digital Manufacturing processes and integrations for failures or process issues and take corrective actions as necessary. * Conduct regular system and process reviews and provide detailed reports on findings and recommendations. * Work closely with other IT, business, operations, plant, and integration teams to ensure seamless integration of SAP Digital Manufacturing with other SAP and non-SAP systems. * Provide training and support to end users on SAP Digital Manufacturing-related processes and issues. Basic Qualifications: - 8+ years of specific technology domain areas (e.g. software development, cloud computing, systems engineering, infrastructure, security, networking, data & analytics) experience - Bachelor's degree in computer science, engineering, mathematics or equivalent - Expertise in SAP manufacturing, MES, or",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "a0818e7762e67177086794998523615a",
      "title": "Manager, Manufacturing Engineering",
      "employer_name": "Divergent 3D",
      "employer_slug": "divergent-3d",
      "location_text": "Torrance, California, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 142900,
      "salary_max": 227950,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base_plus_commission",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 142900,
      "base_salary_max": 227950,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": true,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cbinsights_unicorn"
      ],
      "posted_at": "2025-08-19T00:02:08.000Z",
      "apply_url": "https://job-boards.greenhouse.io/divergent/jobs/4889619008",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manager, Manufacturing Engineering Torrance, California, United States Divergent is a technology company that has architected, invented, built, and commercialized an end-to-end factory system called the Divergent Adaptive Production System (DAPS) that comprehensively uses machine learning to optimally engineer, additively manufacture, and flexibly assemble complex integrated vehicle structures and subsystems. Products created using DAPS are superior in performance, lower in cost, rapidly customizable to meet mission and customer-specific requirements, faster to market, and scalable on demand to high volume production. Divergent is a qualified Tier 1 supplier to global automotive OEMs, and Divergent is now expanding to support mission critical needs in the Aerospace and Defense sector. Join us to be a part of this transformative journey, where your impact will shape the future of technology and production. Purpose Guide the integration of cutting-edge manufacturing technologies into production, ensuring reliability, cost efficiency, and quality. This role shapes the future of Divergent's manufacturing by enabling new processes, supporting high-mix hardware, and mentoring engineers to deliver industry-leading results. The Role - Lead a multi-disciplinary team of manufacturing engineers responsible for driving design-for-manufacturing, process development, and implementation of advanced manufacturing methods across the DAPS manufacturing architecture. - Oversee manufacturing requirements, process specifications, and root cause investigations to ensure reliable, high-quality production. - Set team priorities, track projects, and mentor engineers to achieve critical company milestones. - Develop industry-leading approaches to manufacturing process qualification, production scalability, and automation. - Implement advanced manufacturing strategies in areas such as machining, additive manufacturing, assembly, bonding, coatings, and joining.",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 47,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.0899e7fdd8d67c160d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a0818e7762e67177086794998523615a",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manager, Manufacturing Engineering Torrance, California, United States Divergent is a technology company that has architected, invented, built, and commercialized an end-to-end factory system called the Divergent Adaptive Production System (DAPS) that comprehensively uses machine learning to optimally engineer, additively manufacture, and flexibly assemble complex integrated vehicle structures and subsystems. Products created using DAPS are superior in performance, lower in cost, rapidly customizable to meet mission and customer-specific requirements, faster to market, and scalable on demand to high volume production. Divergent is a qualified Tier 1 supplier to global automotive OEMs, and Divergent is now expanding to support mission critical needs in the Aerospace and Defense sector. Join us to be a part of this transformative journey, where your impact will shape the future of technology and production. Purpose Guide the integration of cutting-edge manufacturing technologies into production, ensuring reliability, cost efficiency, and quality. This role shapes the future of Divergent's manufacturing by enabling new processes, supporting high-mix hardware, and mentoring engineers to deliver industry-leading results. The Role - Lead a multi-disciplinary team of manufacturing engineers responsible for driving design-for-manufacturing, process development, and implementation of advanced manufacturing methods across the DAPS manufacturing architecture. - Oversee manufacturing requirements, process specifications, and root cause investigations to ensure reliable, high-quality production. - Set team priorities, track projects, and mentor engineers to achieve critical company milestones. - Develop industry-leading approaches to manufacturing process qualification, production scalability, and automation. - Implement advanced manufacturing strategies in areas such as machining, additive manufacturing, assembly, bonding, coatings, and joining.",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a0818e7762e67177086794998523615a:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.efbace1afb3503ca18",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a0818e7762e67177086794998523615a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manager, Manufacturing Engineering",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a0818e7762e67177086794998523615a:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b25b2301f6f208ce90",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a0818e7762e67177086794998523615a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manager, Manufacturing Engineering",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "a8ff46be50b46c2fd5dff2c597575bea",
      "title": "Senior Manager, Manufacturing Engineering",
      "employer_name": "Divergent 3D",
      "employer_slug": "divergent-3d",
      "location_text": "Torrance, California, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 142900,
      "salary_max": 227950,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base_plus_commission",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 142900,
      "base_salary_max": 227950,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": true,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cbinsights_unicorn"
      ],
      "posted_at": "2026-04-22T21:18:58.000Z",
      "apply_url": "https://job-boards.greenhouse.io/divergent/jobs/5197391008",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Manager, Manufacturing Engineering Torrance, California, United States Divergent is a technology company that has architected, invented, built, and commercialized an end-to-end factory system called the Divergent Adaptive Production System (DAPS) that comprehensively uses machine learning to optimally engineer, additively manufacture, and flexibly assemble complex integrated vehicle structures and subsystems. Products created using DAPS are superior in performance, lower in cost, rapidly customizable to meet mission and customer-specific requirements, faster to market, and scalable on demand to high volume production. Divergent is a qualified Tier 1 supplier to global automotive OEMs, and Divergent is now expanding to support mission critical needs in the Aerospace and Defense sector. Join us to be a part of this transformative journey, where your impact will shape the future of technology and production. Purpose Guide the integration of cutting-edge manufacturing technologies into production, ensuring reliability, cost efficiency, and quality. This role shapes the future of Divergent's manufacturing by enabling new processes, supporting high-mix hardware, and mentoring engineers to deliver industry-leading results. The Role - Lead a multi-disciplinary team of manufacturing engineers responsible for driving design-for-manufacturing, process development, and implementation of advanced manufacturing methods across the DAPS manufacturing architecture. - Oversee manufacturing requirements, process specifications, and root cause investigations to ensure reliable, high-quality production. - Set team priorities, track projects, and mentor engineers to achieve critical company milestones. - Develop industry-leading approaches to manufacturing process qualification, production scalability, and automation. - Implement advanced manufacturing strategies in areas such as machining, additive manufacturing, assembly, bonding, coatings, and",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 47,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.df396ad5160ded1105",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a8ff46be50b46c2fd5dff2c597575bea",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Manager, Manufacturing Engineering Torrance, California, United States Divergent is a technology company that has architected, invented, built, and commercialized an end-to-end factory system called the Divergent Adaptive Production System (DAPS) that comprehensively uses machine learning to optimally engineer, additively manufacture, and flexibly assemble complex integrated vehicle structures and subsystems. Products created using DAPS are superior in performance, lower in cost, rapidly customizable to meet mission and customer-specific requirements, faster to market, and scalable on demand to high volume production. Divergent is a qualified Tier 1 supplier to global automotive OEMs, and Divergent is now expanding to support mission critical needs in the Aerospace and Defense sector. Join us to be a part of this transformative journey, where your impact will shape the future of technology and production. Purpose Guide the integration of cutting-edge manufacturing technologies into production, ensuring reliability, cost efficiency, and quality. This role shapes the future of Divergent's manufacturing by enabling new processes, supporting high-mix hardware, and mentoring engineers to deliver industry-leading results. The Role - Lead a multi-disciplinary team of manufacturing engineers responsible for driving design-for-manufacturing, process development, and implementation of advanced manufacturing methods across the DAPS manufacturing architecture. - Oversee manufacturing requirements, process specifications, and root cause investigations to ensure reliable, high-quality production. - Set team priorities, track projects, and mentor engineers to achieve critical company milestones. - Develop industry-leading approaches to manufacturing process qualification, production scalability, and automation. - Implement advanced manufacturing strategies in areas such as machining, additive manufacturing, assembly, bonding, coatings, and",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a8ff46be50b46c2fd5dff2c597575bea:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.3bb9a4fcabc7516087",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a8ff46be50b46c2fd5dff2c597575bea",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Senior Manager, Manufacturing Engineering",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a8ff46be50b46c2fd5dff2c597575bea:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.df0e0a1dddeaeb9c70",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a8ff46be50b46c2fd5dff2c597575bea",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Senior Manager, Manufacturing Engineering",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "aba5e5a108c3490b31b3642f3729d23c",
      "title": "SAP DM Architect, AWS FinTech",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Hyderabad, Telangana, IND",
      "country": "IN",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-04-02T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/10382142/sap-dm-architect-aws-fintech",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "SAP DM Architect, AWS FinTech Hyderabad, Telangana, IND We are seeking a experienced SAP Digital Manufacturing Architect responsible for designing, implementing, and supporting SAP Digital Manufacturing solutions, ensuring efficient and integrated shop floor execution, and providing expert guidance on manufacturing execution best practices. SAP Digital Manufacturing experience is preferred; however, candidates with strong hands-on experience in SAP MES and/or SAP MII will also be considered. The ideal candidate should have experience in shop floor integration, production order execution, work center operations, traceability, quality checks, labor and machine data capture, and integration with SAP S/4HANA manufacturing and supply chain processes. Key job responsibilities * Manage and support manufacturing execution processes in SAP Digital Manufacturing. * Configure and maintain SAP Digital Manufacturing components such as Production Operator Dashboards (PODs), work centers/resources, routings, work instructions, and data collection. * Conduct solution assessments and implement process improvements and mitigation strategies for manufacturing execution challenges. * Ensure compliance with internal manufacturing standards, process controls, and operational requirements. * Lead SAP Digital Manufacturing projects, including implementations, rollouts, upgrades, and enhancements. * Develop and maintain solution design documents, process documentation, procedures, and support materials. * Monitor SAP Digital Manufacturing processes and integrations for failures or process issues and take corrective actions as necessary. * Conduct regular system and process reviews and provide detailed reports on findings and recommendations. * Work closely with other IT, business, operations, plant, and integration teams to ensure seamless integration of SAP Digital Manufacturing with other SAP and non-SAP systems. * Provide training",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 52,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "engineering",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.e5d2d45b7f4f93039f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "aba5e5a108c3490b31b3642f3729d23c",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "SAP DM Architect, AWS FinTech Hyderabad, Telangana, IND We are seeking a experienced SAP Digital Manufacturing Architect responsible for designing, implementing, and supporting SAP Digital Manufacturing solutions, ensuring efficient and integrated shop floor execution, and providing expert guidance on manufacturing execution best practices. SAP Digital Manufacturing experience is preferred; however, candidates with strong hands-on experience in SAP MES and/or SAP MII will also be considered. The ideal candidate should have experience in shop floor integration, production order execution, work center operations, traceability, quality checks, labor and machine data capture, and integration with SAP S/4HANA manufacturing and supply chain processes. Key job responsibilities * Manage and support manufacturing execution processes in SAP Digital Manufacturing. * Configure and maintain SAP Digital Manufacturing components such as Production Operator Dashboards (PODs), work centers/resources, routings, work instructions, and data collection. * Conduct solution assessments and implement process improvements and mitigation strategies for manufacturing execution challenges. * Ensure compliance with internal manufacturing standards, process controls, and operational requirements. * Lead SAP Digital Manufacturing projects, including implementations, rollouts, upgrades, and enhancements. * Develop and maintain solution design documents, process documentation, procedures, and support materials. * Monitor SAP Digital Manufacturing processes and integrations for failures or process issues and take corrective actions as necessary. * Conduct regular system and process reviews and provide detailed reports on findings and recommendations. * Work closely with other IT, business, operations, plant, and integration teams to ensure seamless integration of SAP Digital Manufacturing with other SAP and non-SAP systems. * Provide training",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:aba5e5a108c3490b31b3642f3729d23c:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.5f61e1b18e15a6912a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "aba5e5a108c3490b31b3642f3729d23c",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "description_excerpt",
          "source_value": "SAP DM Architect, AWS FinTech Hyderabad, Telangana, IND We are seeking a experienced SAP Digital Manufacturing Architect responsible for designing, implementing, and supporting SAP Digital Manufacturing solutions, ensuring efficient and integrated shop floor execution, and providing expert guidance on manufacturing execution best practices. SAP Digital Manufacturing experience is preferred; however, candidates with strong hands-on experience in SAP MES and/or SAP MII will also be considered. The ideal candidate should have experience in shop floor integration, production order execution, work center operations, traceability, quality checks, labor and machine data capture, and integration with SAP S/4HANA manufacturing and supply chain processes. Key job responsibilities * Manage and support manufacturing execution processes in SAP Digital Manufacturing. * Configure and maintain SAP Digital Manufacturing components such as Production Operator Dashboards (PODs), work centers/resources, routings, work instructions, and data collection. * Conduct solution assessments and implement process improvements and mitigation strategies for manufacturing execution challenges. * Ensure compliance with internal manufacturing standards, process controls, and operational requirements. * Lead SAP Digital Manufacturing projects, including implementations, rollouts, upgrades, and enhancements. * Develop and maintain solution design documents, process documentation, procedures, and support materials. * Monitor SAP Digital Manufacturing processes and integrations for failures or process issues and take corrective actions as necessary. * Conduct regular system and process reviews and provide detailed reports on findings and recommendations. * Work closely with other IT, business, operations, plant, and integration teams to ensure seamless integration of SAP Digital Manufacturing with other SAP and non-SAP systems. * Provide training",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "e802527ad34383f3dd1bc786f18a634b",
      "title": "Aerospace Manufacturing Engineer, Amazon Leo",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Kirkland, Washington, USA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 117300,
      "salary_max": 160000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base_plus_commission",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 117300,
      "base_salary_max": 160000,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-12T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/10417976/aerospace-manufacturing-engineer-amazon-leo",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Aerospace Manufacturing Engineer, Amazon Leo Kirkland, Washington, USA We are seeking an Aerospace Manufacturing Engineer to join Amazon Leo. In this role, you will be a significant and autonomous contributor responsible for the design, fabrication, and commissioning of manufacturing tools and processes for aerospace flight hardware. You will lead team discussions on product design, schedules, and prioritization while serving as the main point of contact for supplier production teams. This position requires solving difficult manufacturing engineering problems with limited guidance, applying lean manufacturing principles and root cause analysis methodologies to drive continuous improvement and deliver high-quality manufacturing solutions that ensure production readiness across manufacturing lines. Key job responsibilities Design, fabricate, and commission manufacturing tools and processes for aerospace flight hardware production Lead structured problem-solving initiatives using root cause analysis methodologies (5 Whys, Fishbone Diagrams, 8D) to identify and resolve manufacturing defects and non-conformances Implement lean manufacturing tools and techniques including Value Stream Mapping, Kaizen events, 5S, and waste elimination to optimize production processes Lead team/product design, schedule, and prioritization discussions Serve as the main point of contact supporting supplier production teams on schedule, design, qualification, and launch activities Define operation steps and sequencing within ERP tools, collaborating with design and quality engineers to ensure conforming product and traceability requirements Conduct cycle time analysis and implement process improvements to reduce manufacturing cycle time and improve labor efficiency Ensure end-to-end production readiness and provide line-side support for manufacturing lines Define best practices for handling mechanical hardware, sensitive electronics, and electrical components Use",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 56,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "bachelors",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.709c940ab4e905cb56",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e802527ad34383f3dd1bc786f18a634b",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Aerospace Manufacturing Engineer, Amazon Leo Kirkland, Washington, USA We are seeking an Aerospace Manufacturing Engineer to join Amazon Leo. In this role, you will be a significant and autonomous contributor responsible for the design, fabrication, and commissioning of manufacturing tools and processes for aerospace flight hardware. You will lead team discussions on product design, schedules, and prioritization while serving as the main point of contact for supplier production teams. This position requires solving difficult manufacturing engineering problems with limited guidance, applying lean manufacturing principles and root cause analysis methodologies to drive continuous improvement and deliver high-quality manufacturing solutions that ensure production readiness across manufacturing lines. Key job responsibilities Design, fabricate, and commission manufacturing tools and processes for aerospace flight hardware production Lead structured problem-solving initiatives using root cause analysis methodologies (5 Whys, Fishbone Diagrams, 8D) to identify and resolve manufacturing defects and non-conformances Implement lean manufacturing tools and techniques including Value Stream Mapping, Kaizen events, 5S, and waste elimination to optimize production processes Lead team/product design, schedule, and prioritization discussions Serve as the main point of contact supporting supplier production teams on schedule, design, qualification, and launch activities Define operation steps and sequencing within ERP tools, collaborating with design and quality engineers to ensure conforming product and traceability requirements Conduct cycle time analysis and implement process improvements to reduce manufacturing cycle time and improve labor efficiency Ensure end-to-end production readiness and provide line-side support for manufacturing lines Define best practices for handling mechanical hardware, sensitive electronics, and electrical components Use",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e802527ad34383f3dd1bc786f18a634b:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.0c11b0cd082e2ebdc2",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e802527ad34383f3dd1bc786f18a634b",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Aerospace Manufacturing Engineer, Amazon Leo",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e802527ad34383f3dd1bc786f18a634b:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.66296670be7fd64d05",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e802527ad34383f3dd1bc786f18a634b",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Aerospace Manufacturing Engineer, Amazon Leo",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "0a9d33a3e17ed5afe29bb54769bd2d9d",
      "title": "Manufacturing Service Technician II",
      "employer_name": "Oceaneering International",
      "employer_slug": "oceaneering-international",
      "location_text": "Houston, TX, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-19T00:00:00.000Z",
      "apply_url": "https://ebfr.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/jobs/requisitions/job/10549",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Service Technician II Houston, TX, United States Manufacturing Service Technician II",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.b214cfd77925ee085c",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0a9d33a3e17ed5afe29bb54769bd2d9d",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Service Technician II Houston, TX, United States Manufacturing Service Technician II",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:0a9d33a3e17ed5afe29bb54769bd2d9d:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2746a63e772cc6d4cc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0a9d33a3e17ed5afe29bb54769bd2d9d",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Service Technician II",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:0a9d33a3e17ed5afe29bb54769bd2d9d:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ef4b3546f3289900aa",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0a9d33a3e17ed5afe29bb54769bd2d9d",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Service Technician II",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "26d84a47fdc67859687a66f5d8440c89",
      "title": "3rd Shift Manufacturing Associate",
      "employer_name": "International Paper",
      "employer_slug": "international-paper",
      "location_text": "Newark, OH, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-02T00:00:00.000Z",
      "apply_url": "https://iazbqy.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/2002275",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "3rd Shift Manufacturing Associate Newark, OH, United States 3rd Shift Manufacturing Associate",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "trades",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.15b58e45ff2857b6c9",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "26d84a47fdc67859687a66f5d8440c89",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "3rd Shift Manufacturing Associate Newark, OH, United States 3rd Shift Manufacturing Associate",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:26d84a47fdc67859687a66f5d8440c89:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.fa26e33d985e2da9bd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "26d84a47fdc67859687a66f5d8440c89",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "3rd Shift Manufacturing Associate",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:26d84a47fdc67859687a66f5d8440c89:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.42157a31b54ba320dd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "26d84a47fdc67859687a66f5d8440c89",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "3rd Shift Manufacturing Associate",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "43bd5630c9e3879ae584b7c59ac40e7a",
      "title": "Sr Category Manager, Contract Manufacturing, GSP",
      "employer_name": "BioMarin Pharmaceutical",
      "employer_slug": "biomarin-pharmaceutical",
      "location_text": "Location not specified",
      "country": "unknown",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://jobs.jobvite.com/biomarin/job/o1daAfwI",
      "apply_url_verified": false,
      "ats": "jobvite",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Sr Category Manager, Contract Manufacturing, GSP Sr Category Manager, Contract Manufacturing, GSP",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.12460d6a6e43fb94d1",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "43bd5630c9e3879ae584b7c59ac40e7a",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Sr Category Manager, Contract Manufacturing, GSP Sr Category Manager, Contract Manufacturing, GSP",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:43bd5630c9e3879ae584b7c59ac40e7a:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b6430f77a2a893b0d2",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "43bd5630c9e3879ae584b7c59ac40e7a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Sr Category Manager, Contract Manufacturing, GSP",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:43bd5630c9e3879ae584b7c59ac40e7a:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.62bbd383041d97abd4",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "43bd5630c9e3879ae584b7c59ac40e7a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Sr Category Manager, Contract Manufacturing, GSP",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "7b477f822cd8600fe3ed4a52c495dbc3",
      "title": "Associate Director, Drug Product Development & Manufacturing",
      "employer_name": "Avidity Biosciences",
      "employer_slug": "avidity-biosciences",
      "location_text": "US",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-03-30T18:16:00.000Z",
      "apply_url": "https://workforcenow.adp.com/mascsr/default/mdf/recruitment/recruitment.html?cid=9e8f5d1c-a95f-4aad-a457-3b5a364b7ac6&ccId=19000101_000001&lang=en_US&selectedMenuKey=CareerCenter&jobId=9205553700930_1",
      "apply_url_verified": false,
      "ats": "adp_recruiting",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Associate Director, Drug Product Development & Manufacturing US Associate Director, Drug Product Development & Manufacturing",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "staff_plus",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "engineering",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.7d2b7efe5926a694dc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7b477f822cd8600fe3ed4a52c495dbc3",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Associate Director, Drug Product Development & Manufacturing US Associate Director, Drug Product Development & Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:7b477f822cd8600fe3ed4a52c495dbc3:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f6d5fff4eaeacab730",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7b477f822cd8600fe3ed4a52c495dbc3",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Associate Director, Drug Product Development & Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:7b477f822cd8600fe3ed4a52c495dbc3:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.cf8bbada1487d5e66f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7b477f822cd8600fe3ed4a52c495dbc3",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Associate Director, Drug Product Development & Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "942788599a8c9b4a78d2eb45b74dfab6",
      "title": "Manufacturing Finance Analyst II",
      "employer_name": "First Solar",
      "employer_slug": "first-solar",
      "location_text": "Perrysburg, OH, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-05T00:00:00.000Z",
      "apply_url": "https://fa-esbv-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/1024458",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Finance Analyst II Perrysburg, OH, United States Manufacturing Finance Analyst II",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "finance",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.ff6cf9d89f5c4fb849",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "942788599a8c9b4a78d2eb45b74dfab6",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Finance Analyst II Perrysburg, OH, United States Manufacturing Finance Analyst II",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:942788599a8c9b4a78d2eb45b74dfab6:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.296f97c19c06d88669",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "942788599a8c9b4a78d2eb45b74dfab6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Finance Analyst II",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:942788599a8c9b4a78d2eb45b74dfab6:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.d3fcb82bba53708bcc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "942788599a8c9b4a78d2eb45b74dfab6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Finance Analyst II",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "94b60f9e8ecfdf5842f38e861753e032",
      "title": "Senior Engineer - Manufacturing Test Developer (NPI)",
      "employer_name": "Enphase Energy",
      "employer_slug": "enphase-energy",
      "location_text": "Location not specified",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://jobs.jobvite.com/enphase-energy/job/o5WaAfwv",
      "apply_url_verified": false,
      "ats": "jobvite",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Engineer - Manufacturing Test Developer (NPI) Senior Engineer - Manufacturing Test Developer (NPI)",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "engineering",
      "employer_industry": "Energy",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.4b9e23cc4a152aefea",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "94b60f9e8ecfdf5842f38e861753e032",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Engineer - Manufacturing Test Developer (NPI) Senior Engineer - Manufacturing Test Developer (NPI)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:94b60f9e8ecfdf5842f38e861753e032:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.4b8b5eedc44cf6184a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "94b60f9e8ecfdf5842f38e861753e032",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Senior Engineer - Manufacturing Test Developer (NPI)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:94b60f9e8ecfdf5842f38e861753e032:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b796435f6ccc170c31",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "94b60f9e8ecfdf5842f38e861753e032",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Senior Engineer - Manufacturing Test Developer (NPI)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "af5f67a0a130948438e1a61f82bda77f",
      "title": "Engineer- Manufacturing III USA",
      "employer_name": "First Solar",
      "employer_slug": "first-solar",
      "location_text": "Trinity, AL, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-03T00:00:00.000Z",
      "apply_url": "https://fa-esbv-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/1024783",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Engineer- Manufacturing III USA Trinity, AL, United States Engineer- Manufacturing III USA",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.1a44776d3a18c28b84",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "af5f67a0a130948438e1a61f82bda77f",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Engineer- Manufacturing III USA Trinity, AL, United States Engineer- Manufacturing III USA",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:af5f67a0a130948438e1a61f82bda77f:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.14a1a5ace27bd9657d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "af5f67a0a130948438e1a61f82bda77f",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Engineer- Manufacturing III USA",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:af5f67a0a130948438e1a61f82bda77f:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2fdd04779a442ae20a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "af5f67a0a130948438e1a61f82bda77f",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Engineer- Manufacturing III USA",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "b9705d7feab4bbb646e408e8cd6250d6",
      "title": "Manufacturing Supervisor (Test)",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Lapu-Lapu City, Philippines, Philippines",
      "country": "PH",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-20T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505491",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Supervisor (Test) Lapu-Lapu City, Philippines, Philippines Manufacturing Supervisor (Test)",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "operations",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.c60970e1ad7e53bffa",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "b9705d7feab4bbb646e408e8cd6250d6",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Supervisor (Test) Lapu-Lapu City, Philippines, Philippines Manufacturing Supervisor (Test)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:b9705d7feab4bbb646e408e8cd6250d6:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.754f2fdd593b7dc3d4",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "b9705d7feab4bbb646e408e8cd6250d6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Supervisor (Test)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:b9705d7feab4bbb646e408e8cd6250d6:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.dee4966127deca81f5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "b9705d7feab4bbb646e408e8cd6250d6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Supervisor (Test)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "c3e8f3a82b838bb717c936f280e3c2e1",
      "title": "Manufacturing Supervisor (EOL)",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Lapu-Lapu City, Philippines, Philippines",
      "country": "PH",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-15T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505489",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Supervisor (EOL) Lapu-Lapu City, Philippines, Philippines Manufacturing Supervisor (EOL)",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "operations",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.8eb9d6dcc18842eff2",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c3e8f3a82b838bb717c936f280e3c2e1",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Supervisor (EOL) Lapu-Lapu City, Philippines, Philippines Manufacturing Supervisor (EOL)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c3e8f3a82b838bb717c936f280e3c2e1:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.53d63bd78fd3b2f3ca",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c3e8f3a82b838bb717c936f280e3c2e1",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Supervisor (EOL)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c3e8f3a82b838bb717c936f280e3c2e1:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c2c1c31a826fa17d86",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c3e8f3a82b838bb717c936f280e3c2e1",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Supervisor (EOL)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "cd367a5b68a16907963eef8390f22d94",
      "title": "Manufacturing Automation Engineer - IGT",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "Hampton, VA, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-11T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/118037",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Automation Engineer - IGT Hampton, VA, United States Manufacturing Automation Engineer - IGT",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.01bfacc649e4ce019a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "cd367a5b68a16907963eef8390f22d94",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Automation Engineer - IGT Hampton, VA, United States Manufacturing Automation Engineer - IGT",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:cd367a5b68a16907963eef8390f22d94:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2efcb37d1b30aaf0c2",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "cd367a5b68a16907963eef8390f22d94",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Automation Engineer - IGT",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:cd367a5b68a16907963eef8390f22d94:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.8f719cd4fda955ab96",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "cd367a5b68a16907963eef8390f22d94",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Automation Engineer - IGT",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "e8850a905bfef9071ef77e4084528af6",
      "title": "Manufacturing Supervisor (FOL)",
      "employer_name": "ON Semiconductor",
      "employer_slug": "on-semiconductor",
      "location_text": "Lapu-Lapu City, Philippines, Philippines",
      "country": "PH",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-15T00:00:00.000Z",
      "apply_url": "https://hctz.fa.us2.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1001/requisitions/job/2505276",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Supervisor (FOL) Lapu-Lapu City, Philippines, Philippines Manufacturing Supervisor (FOL)",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "operations",
      "employer_industry": "Technology",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.57432436795ec22790",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e8850a905bfef9071ef77e4084528af6",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Supervisor (FOL) Lapu-Lapu City, Philippines, Philippines Manufacturing Supervisor (FOL)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e8850a905bfef9071ef77e4084528af6:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.450594367aa8a06773",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e8850a905bfef9071ef77e4084528af6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Supervisor (FOL)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:e8850a905bfef9071ef77e4084528af6:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.e5020a5232eeea4f10",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "e8850a905bfef9071ef77e4084528af6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Supervisor (FOL)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "eeb19e04ef12dfc6fe48f6b0b70702f8",
      "title": "Manufacturing Leader - Plant 10",
      "employer_name": "Howmet Aerospace",
      "employer_slug": "howmet-aerospace",
      "location_text": "Whitehall, MI, United States",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T00:00:00.000Z",
      "apply_url": "https://fa-exty-saasfaprod1.fa.ocs.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/requisitions/job/117963",
      "apply_url_verified": false,
      "ats": "oracle_recruiting_cloud",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Leader - Plant 10 Whitehall, MI, United States Manufacturing Leader - Plant 10",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": "Defense",
      "employer_size": null,
      "quality_score": 35,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.42e2a208a1dec9b78c",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eeb19e04ef12dfc6fe48f6b0b70702f8",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Leader - Plant 10 Whitehall, MI, United States Manufacturing Leader - Plant 10",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:eeb19e04ef12dfc6fe48f6b0b70702f8:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.d1f8652c067847d47f",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eeb19e04ef12dfc6fe48f6b0b70702f8",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Leader - Plant 10",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:eeb19e04ef12dfc6fe48f6b0b70702f8:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.d8a0747fe89c08c310",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "eeb19e04ef12dfc6fe48f6b0b70702f8",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Leader - Plant 10",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "23179d2c5634f4b5a68912bf40132070",
      "title": "Engineer III",
      "employer_name": "General Atomics",
      "employer_slug": "general-atomics",
      "location_text": "Location not specified",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "CAD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?partnerid=25539&siteid=5313&PageType=JobDetails&jobid=5225341",
      "apply_url_verified": false,
      "ats": "brassring_kenexa",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Engineer III General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems. We have an exciting opportunity for an Experienced Manufacturing Engineer at our GA-ASI Research and Development facility in the High Desert. Our Adelanto facility has an exciting opportunity for a Research & Development Manufacturing Engineer to join their team. As part of the Research and Development Manufacturing Engineering Team, the primary responsibility of this position is to provide comprehensive manufacturing support for various prototype and pre-production programs. More specifically, this role involves working in a multi-disciplinary team to develop, implement, and see through to completion, effective tooling and manufacturing approaches to execute program objectives on new and/or existing projects ranging from one-off parts, to composite pod structures, to complete aircraft builds. This role involves being the primary leader in linking program expectations with manufacturing execution. This includes taking ownership of Design for Manufacturability (DFM) input, part/assembly and tooling estimates, tooling acquisition, coordinating part manufacturing with the respective work centers, investigating and solving manufacturing and engineering issues, and continuous improvement opportunities. DUTIES AND RESPONSIBILITIES: - Responsible for providing Manufacturing Engineering support to GA-ASI programs/projects such as one-off part builds, pod composite assemblies and complete aircraft builds - Primarily function as a program/project-centered Manufacturing Engineer - Devise and implement manufacturing and tooling solutions for new and/or existing projects - Regularly interface with multi-disciplinary teams to execute project objectives",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.ccfbb10b4ca0fee8b7",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "23179d2c5634f4b5a68912bf40132070",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Engineer III General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems. We have an exciting opportunity for an Experienced Manufacturing Engineer at our GA-ASI Research and Development facility in the High Desert. Our Adelanto facility has an exciting opportunity for a Research & Development Manufacturing Engineer to join their team. As part of the Research and Development Manufacturing Engineering Team, the primary responsibility of this position is to provide comprehensive manufacturing support for various prototype and pre-production programs. More specifically, this role involves working in a multi-disciplinary team to develop, implement, and see through to completion, effective tooling and manufacturing approaches to execute program objectives on new and/or existing projects ranging from one-off parts, to composite pod structures, to complete aircraft builds. This role involves being the primary leader in linking program expectations with manufacturing execution. This includes taking ownership of Design for Manufacturability (DFM) input, part/assembly and tooling estimates, tooling acquisition, coordinating part manufacturing with the respective work centers, investigating and solving manufacturing and engineering issues, and continuous improvement opportunities. DUTIES AND RESPONSIBILITIES: - Responsible for providing Manufacturing Engineering support to GA-ASI programs/projects such as one-off part builds, pod composite assemblies and complete aircraft builds - Primarily function as a program/project-centered Manufacturing Engineer - Devise and implement manufacturing and tooling solutions for new and/or existing projects - Regularly interface with multi-disciplinary teams to execute project objectives",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:23179d2c5634f4b5a68912bf40132070:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.4b3a63de32f48ae577",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "23179d2c5634f4b5a68912bf40132070",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "description_excerpt",
          "source_value": "Engineer III General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems. We have an exciting opportunity for an Experienced Manufacturing Engineer at our GA-ASI Research and Development facility in the High Desert. Our Adelanto facility has an exciting opportunity for a Research & Development Manufacturing Engineer to join their team. As part of the Research and Development Manufacturing Engineering Team, the primary responsibility of this position is to provide comprehensive manufacturing support for various prototype and pre-production programs. More specifically, this role involves working in a multi-disciplinary team to develop, implement, and see through to completion, effective tooling and manufacturing approaches to execute program objectives on new and/or existing projects ranging from one-off parts, to composite pod structures, to complete aircraft builds. This role involves being the primary leader in linking program expectations with manufacturing execution. This includes taking ownership of Design for Manufacturability (DFM) input, part/assembly and tooling estimates, tooling acquisition, coordinating part manufacturing with the respective work centers, investigating and solving manufacturing and engineering issues, and continuous improvement opportunities. DUTIES AND RESPONSIBILITIES: - Responsible for providing Manufacturing Engineering support to GA-ASI programs/projects such as one-off part builds, pod composite assemblies and complete aircraft builds - Primarily function as a program/project-centered Manufacturing Engineer - Devise and implement manufacturing and tooling solutions for new and/or existing projects - Regularly interface with multi-disciplinary teams to execute project objectives",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "37c57ed74b3aab58a2dd124adafacdfa",
      "title": "Sr. Mfg Eng; Process Quality, Hardware Engineering Services - Manufacturing",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Seattle, Washington, USA",
      "country": "US",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 159200,
      "salary_max": 215300,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 159200,
      "base_salary_max": 215300,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/10447340/sr-mfg-eng-process-quality-hardware-engineering-services-manufacturing",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Sr. Mfg Eng; Process Quality, Hardware Engineering Services - Manufacturing Seattle, Washington, USA Amazon Web Services' Hardware Engineering team is looking for experienced professionals to help build the world's premier cloud computing platform. We are looking for Manufacturing Engineers who are capable of operating in a fast paced, ever changing, multi-platform international manufacturing and production environment. Our Process Quality team works closely with our ODMs, CMs, internal AWS hardware and software development teams, and with upstream component vendors to scale up manufacturing processes and ensure we can achieve our throughput and quality targets. This role requires the engineer to be a technical contact and take on full ownership of the manufacturing launch and resolution of process issues. You will be the driver in getting production scaled across a global network. You will own PFMEAs, Control Plans and process flows from startup through the end of life of the product. Key job responsibilities Scale up manufacturing on new products across a global network. Lead and oversee quality control processes across Contract Manufacturers (CM), Original Design Manufacturers (ODM), and component vendors Deliver hands-on technical support during new product introductions and launches Investigate and resolve customer escalations through comprehensive root cause analysis Support global operations through regular domestic and international travel (25-50% of time) Basic Qualifications: - 6+ years of high volume manufacturing operations or sourcing environments experience - Bachelor's or Master's degree in Mechanical, Industrial, Manufacturing Engineering or similar related field or equivalent experience. - 2+ years of Manufacturing Engineering work experience",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 56,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.223d42a0b6994a2658",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "37c57ed74b3aab58a2dd124adafacdfa",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Sr. Mfg Eng; Process Quality, Hardware Engineering Services - Manufacturing Seattle, Washington, USA Amazon Web Services' Hardware Engineering team is looking for experienced professionals to help build the world's premier cloud computing platform. We are looking for Manufacturing Engineers who are capable of operating in a fast paced, ever changing, multi-platform international manufacturing and production environment. Our Process Quality team works closely with our ODMs, CMs, internal AWS hardware and software development teams, and with upstream component vendors to scale up manufacturing processes and ensure we can achieve our throughput and quality targets. This role requires the engineer to be a technical contact and take on full ownership of the manufacturing launch and resolution of process issues. You will be the driver in getting production scaled across a global network. You will own PFMEAs, Control Plans and process flows from startup through the end of life of the product. Key job responsibilities Scale up manufacturing on new products across a global network. Lead and oversee quality control processes across Contract Manufacturers (CM), Original Design Manufacturers (ODM), and component vendors Deliver hands-on technical support during new product introductions and launches Investigate and resolve customer escalations through comprehensive root cause analysis Support global operations through regular domestic and international travel (25-50% of time) Basic Qualifications: - 6+ years of high volume manufacturing operations or sourcing environments experience - Bachelor's or Master's degree in Mechanical, Industrial, Manufacturing Engineering or similar related field or equivalent experience. - 2+ years of Manufacturing Engineering work experience",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:37c57ed74b3aab58a2dd124adafacdfa:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c8855e4e58cdbbc784",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "37c57ed74b3aab58a2dd124adafacdfa",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Sr. Mfg Eng; Process Quality, Hardware Engineering Services - Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:37c57ed74b3aab58a2dd124adafacdfa:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.00eaea15942bcc9fad",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "37c57ed74b3aab58a2dd124adafacdfa",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Sr. Mfg Eng; Process Quality, Hardware Engineering Services - Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "474213174a5999e80f3b9ce9f5d94a57",
      "title": "Sr Mgr, PCBA Design for Manufacturing & Test Engineering, Amazon Leo",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Bellevue, Washington, USA",
      "country": "US",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 179700,
      "salary_max": 243100,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 179700,
      "base_salary_max": 243100,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2025-12-02T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/3136036/sr-mgr-pcba-design-for-manufacturing-test-engineering-amazon-leo",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Sr Mgr, PCBA Design for Manufacturing & Test Engineering, Amazon Leo Bellevue, Washington, USA Leo is Amazon's low Earth orbit satellite broadband network. Its mission is to deliver fast, reliable internet to customers and communities around the world, and we've designed the system with the capacity, flexibility, and performance to serve a wide range of customers, from individual households to schools, hospitals, businesses, government agencies, and other organizations operating in locations without reliable connectivity. Export Control Requirement: Due to applicable export control laws and regulations, candidates must be a U.S. citizen or national, U.S. permanent resident (i.e., current Green Card holder), or lawfully admitted into the U.S. as a refugee or granted asylum. We're seeking an experienced Senior Manager to lead and drive Manufacturing Engineering and Manufacturing Test Engineering for Printed Circuit Board Assembly (PCBA) manufacturing across Amazon Leo's satellite constellation. This role will be instrumental in building and scaling our PCBA manufacturing solution to support the production of thousands of satellites. Key job responsibilities Lead, coach, and develop a team of Manufacturing Engineers and Manufacturing Test Engineers Implement and lead a comprehensive process to aggregate, provide, implement, and track Design for Manufacturing and Design for Test with the Design Engineering teams Measure and track production health metrics at our contract manufacturers Drive yield (both first pass and realized) improvements at our contract manufacturers for both manufacturing and test processes Report status to senior leadership in a clear and succinct manner Develop and implement best practices within the team while",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 56,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": true,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.4f9c1353646bca4b07",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "474213174a5999e80f3b9ce9f5d94a57",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Sr Mgr, PCBA Design for Manufacturing & Test Engineering, Amazon Leo Bellevue, Washington, USA Leo is Amazon's low Earth orbit satellite broadband network. Its mission is to deliver fast, reliable internet to customers and communities around the world, and we've designed the system with the capacity, flexibility, and performance to serve a wide range of customers, from individual households to schools, hospitals, businesses, government agencies, and other organizations operating in locations without reliable connectivity. Export Control Requirement: Due to applicable export control laws and regulations, candidates must be a U.S. citizen or national, U.S. permanent resident (i.e., current Green Card holder), or lawfully admitted into the U.S. as a refugee or granted asylum. We're seeking an experienced Senior Manager to lead and drive Manufacturing Engineering and Manufacturing Test Engineering for Printed Circuit Board Assembly (PCBA) manufacturing across Amazon Leo's satellite constellation. This role will be instrumental in building and scaling our PCBA manufacturing solution to support the production of thousands of satellites. Key job responsibilities Lead, coach, and develop a team of Manufacturing Engineers and Manufacturing Test Engineers Implement and lead a comprehensive process to aggregate, provide, implement, and track Design for Manufacturing and Design for Test with the Design Engineering teams Measure and track production health metrics at our contract manufacturers Drive yield (both first pass and realized) improvements at our contract manufacturers for both manufacturing and test processes Report status to senior leadership in a clear and succinct manner Develop and implement best practices within the team while",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:474213174a5999e80f3b9ce9f5d94a57:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6c81e663608f20b9fe",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "474213174a5999e80f3b9ce9f5d94a57",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Sr Mgr, PCBA Design for Manufacturing & Test Engineering, Amazon Leo",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:474213174a5999e80f3b9ce9f5d94a57:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.37a49fb3758a4ee7aa",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "474213174a5999e80f3b9ce9f5d94a57",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Sr Mgr, PCBA Design for Manufacturing & Test Engineering, Amazon Leo",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "8f0eccb1991e2abdfb4ec7204a58bde1",
      "title": "Engineer II",
      "employer_name": "General Atomics",
      "employer_slug": "general-atomics",
      "location_text": "Location not specified",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "CAD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-10T03:52:15.000Z",
      "apply_url": "https://sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?partnerid=25539&siteid=5313&PageType=JobDetails&jobid=5222365",
      "apply_url_verified": false,
      "ats": "brassring_kenexa",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Engineer II General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems. We have an exciting opportunity for an Experienced Manufacturing Engineer at our GA-ASI Research and Development facility in the High Desert. Our Adelanto facility has an exciting opportunity for a Research & Development Manufacturing Engineer to join their team. As part of the Research and Development Manufacturing Engineering Team, the primary responsibility of this position is to provide comprehensive manufacturing support for various prototype and pre-production programs. More specifically, this role involves working in a multi-disciplinary team to develop, implement, and see through to completion, effective tooling and manufacturing approaches to execute program objectives on new and/or existing projects ranging from one-off parts, to composite pod structures, to complete aircraft builds. This role involves being the primary leader in linking program expectations with manufacturing execution. This includes taking ownership of Design for Manufacturability (DFM) input, part/assembly and tooling estimates, tooling acquisition, coordinating part manufacturing with the respective work centers, investigating and solving manufacturing and engineering issues, and continuous improvement opportunities. DUTIES AND RESPONSIBILITIES: - Responsible for providing Manufacturing Engineering support to GA-ASI programs/projects such as one-off part builds, pod composite assemblies and complete aircraft builds - Primarily function as a program/project-centered Manufacturing Engineer - Devise and implement manufacturing and tooling solutions for new and/or existing projects - Regularly interface with multi-disciplinary teams to execute project objectives",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.f087baec62ce21e51c",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8f0eccb1991e2abdfb4ec7204a58bde1",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Engineer II General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems. We have an exciting opportunity for an Experienced Manufacturing Engineer at our GA-ASI Research and Development facility in the High Desert. Our Adelanto facility has an exciting opportunity for a Research & Development Manufacturing Engineer to join their team. As part of the Research and Development Manufacturing Engineering Team, the primary responsibility of this position is to provide comprehensive manufacturing support for various prototype and pre-production programs. More specifically, this role involves working in a multi-disciplinary team to develop, implement, and see through to completion, effective tooling and manufacturing approaches to execute program objectives on new and/or existing projects ranging from one-off parts, to composite pod structures, to complete aircraft builds. This role involves being the primary leader in linking program expectations with manufacturing execution. This includes taking ownership of Design for Manufacturability (DFM) input, part/assembly and tooling estimates, tooling acquisition, coordinating part manufacturing with the respective work centers, investigating and solving manufacturing and engineering issues, and continuous improvement opportunities. DUTIES AND RESPONSIBILITIES: - Responsible for providing Manufacturing Engineering support to GA-ASI programs/projects such as one-off part builds, pod composite assemblies and complete aircraft builds - Primarily function as a program/project-centered Manufacturing Engineer - Devise and implement manufacturing and tooling solutions for new and/or existing projects - Regularly interface with multi-disciplinary teams to execute project objectives",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8f0eccb1991e2abdfb4ec7204a58bde1:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.bcdfe0b93aa55a8750",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8f0eccb1991e2abdfb4ec7204a58bde1",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "description_excerpt",
          "source_value": "Engineer II General Atomics Aeronautical Systems, Inc. (GA-ASI), an affiliate of General Atomics, is a world leader in proven, reliable remotely piloted aircraft and tactical reconnaissance radars, as well as advanced high-resolution surveillance systems. We have an exciting opportunity for an Experienced Manufacturing Engineer at our GA-ASI Research and Development facility in the High Desert. Our Adelanto facility has an exciting opportunity for a Research & Development Manufacturing Engineer to join their team. As part of the Research and Development Manufacturing Engineering Team, the primary responsibility of this position is to provide comprehensive manufacturing support for various prototype and pre-production programs. More specifically, this role involves working in a multi-disciplinary team to develop, implement, and see through to completion, effective tooling and manufacturing approaches to execute program objectives on new and/or existing projects ranging from one-off parts, to composite pod structures, to complete aircraft builds. This role involves being the primary leader in linking program expectations with manufacturing execution. This includes taking ownership of Design for Manufacturability (DFM) input, part/assembly and tooling estimates, tooling acquisition, coordinating part manufacturing with the respective work centers, investigating and solving manufacturing and engineering issues, and continuous improvement opportunities. DUTIES AND RESPONSIBILITIES: - Responsible for providing Manufacturing Engineering support to GA-ASI programs/projects such as one-off part builds, pod composite assemblies and complete aircraft builds - Primarily function as a program/project-centered Manufacturing Engineer - Devise and implement manufacturing and tooling solutions for new and/or existing projects - Regularly interface with multi-disciplinary teams to execute project objectives",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "9b8af56fffc4b5a52a0d427a98f57b11",
      "title": "Staff, Manufacturing Engineer",
      "employer_name": "Viavi Solutions INC",
      "employer_slug": "viavisolutions",
      "location_text": "Shenzhen, CHN",
      "country": "CN",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-30T00:00:00.000Z",
      "apply_url": "https://viavisolutions.wd1.myworkdayjobs.com/careers/job/Shenzhen-CHN/Staff--Manufacturing-Engineer_260004543-1",
      "apply_url_verified": true,
      "ats": "workday",
      "url_last_checked_alive": "2026-06-13T01:22:26.239Z",
      "removed_at": null,
      "description_excerpt": "Staff, Manufacturing Engineer Shenzhen, CHN Summary: Develops, implements and maintains methods, operation sequence and processes in the manufacture or fabrication of parts, components, sub‑assemblies and final assemblies. Interfaces with design engineering in coordinating the release of new products. Estimates manufacturing cost, determines time standards, and makes recommendations for tooling and process requirements of new or existing product lines. Maintains records and reporting systems for coordination of manufacturing operations. Duties & Responsibilities: Manufacturing (CM Support) - Optical products, manufacturing testing TITLE Staff Engineer, Manufacturing testing DEPARTMENT CM Ops Asia REPORTS TO Manufacturing Engineering Manager Overview: Onsite support for CM (ShenZhen) and interface with remote teams at the NPI sites. Provide expertise on the product operation and triage issues escalated by the CM. Be new/sustaining test lead on Viavi's product. Involved in test applications and processes development. Production yield improvement activities Support NPI organization for new product releases - prototype and pilot builds. Train CM team on new product processes for testing and ensure all Work Instructions are in place. Evaluate existing manufacturing processes and work with both internal and external 3rd party Support implementation of formal continuous improvement activities within Optical product lines at the CM. This position may require up to 20% international travel Qualifications and Experience BS degree or equivalent in Electrical, Optical or Manufacturing test Engineering 5+ years' experience in a manufacturing test process development experience . - optical and electromechanical products (motor driven assemblies, lenses, cameras, lasers, and optical fiber). Demonstrated ability to influence and participate on",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": 20,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "bachelors",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.f80f55bed3d018ff82",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9b8af56fffc4b5a52a0d427a98f57b11",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Staff, Manufacturing Engineer Shenzhen, CHN Summary: Develops, implements and maintains methods, operation sequence and processes in the manufacture or fabrication of parts, components, sub‑assemblies and final assemblies. Interfaces with design engineering in coordinating the release of new products. Estimates manufacturing cost, determines time standards, and makes recommendations for tooling and process requirements of new or existing product lines. Maintains records and reporting systems for coordination of manufacturing operations. Duties & Responsibilities: Manufacturing (CM Support) - Optical products, manufacturing testing TITLE Staff Engineer, Manufacturing testing DEPARTMENT CM Ops Asia REPORTS TO Manufacturing Engineering Manager Overview: Onsite support for CM (ShenZhen) and interface with remote teams at the NPI sites. Provide expertise on the product operation and triage issues escalated by the CM. Be new/sustaining test lead on Viavi's product. Involved in test applications and processes development. Production yield improvement activities Support NPI organization for new product releases - prototype and pilot builds. Train CM team on new product processes for testing and ensure all Work Instructions are in place. Evaluate existing manufacturing processes and work with both internal and external 3rd party Support implementation of formal continuous improvement activities within Optical product lines at the CM. This position may require up to 20% international travel Qualifications and Experience BS degree or equivalent in Electrical, Optical or Manufacturing test Engineering 5+ years' experience in a manufacturing test process development experience . - optical and electromechanical products (motor driven assemblies, lenses, cameras, lasers, and optical fiber). Demonstrated ability to influence and participate on",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:9b8af56fffc4b5a52a0d427a98f57b11:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.d56addf0a861767592",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9b8af56fffc4b5a52a0d427a98f57b11",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Staff, Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:9b8af56fffc4b5a52a0d427a98f57b11:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.89f4dbe8516136ce81",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9b8af56fffc4b5a52a0d427a98f57b11",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Staff, Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.trust.apply.89ba1ee334cb528ff1",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9b8af56fffc4b5a52a0d427a98f57b11",
          "signal_type": "trust_signal",
          "display_text": "Live-verified apply link",
          "tooltip": "The apply link passed the latest liveness check.",
          "source_binding": "row_trust_evidence",
          "source_field": "apply_url_verified",
          "source_value": true,
          "matched_input": true,
          "derivation_source": "verified_source_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "trust_source_exists",
          "counts_for_non_trivial_query": false,
          "truth_verified": true,
          "exact": true,
          "priority": 10,
          "mobile_priority": 11,
          "ui": {
            "icon": "ExternalLink",
            "tone": "verified",
            "href": null
          },
          "evidence_source": {
            "source_url": "https://viavisolutions.wd1.myworkdayjobs.com/careers/job/Shenzhen-CHN/Staff--Manufacturing-Engineer_260004543-1",
            "source_label": "Apply link",
            "source_date": "2026-06-13T01:22:26.239Z"
          }
        }
      ]
    },
    {
      "id": "a7fbc2e8f29b4a72b9484231cddc38a6",
      "title": "Manufacturing Test Engineer, Manufacturing Test Engineer",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Florence, Kentucky, USA",
      "country": "US",
      "employment_type": "internship",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 129200,
      "salary_max": 174800,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 129200,
      "base_salary_max": 174800,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-07T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/10413096/manufacturing-test-engineer-manufacturing-test-engineer",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Test Engineer, Manufacturing Test Engineer Florence, Kentucky, USA AWS Manufacturing & Repair operations is focused on automated assembly solutions where innovative solutions are needed to accelerate overall manufacturing time for AI/ML platforms. We work backwards from customers to increase critical capacity for AWS services by improving yield and reliability while reducing cycle time. This new highly cross-functional initiative brings together critical expertise from a wide-range of Amazon teams dedicated to meeting and exceeding customer expectations through innovative validation processes and Amazon operational excellence. We are seeking a Manufacturing Test Engineer to work in conjunction with internal partner Hardware Engineering and NPI Test teams to translate testing methodology and scripts into our operational manufacturing environment. This is a rare opportunity to shape manufacturing test strategy from the ground up, directly impacting the speed and quality at which AI infrastructure reaches customers. We're looking for a Manufacturing Test Engineer who thrives at the intersection of hardware, software, and production operations. You'll own the end-to-end manufacturing test ecosystem - from early prototype builds through high-volume production and sustaining - across server (L10) and rack-level (L11/L12) integration. This role requires someone who doesn't just find problems but owns the fix, builds self-remedy capabilities, and relentlessly drives uptime and automation. AWS Manufacturing & Repair is a part of the broader AWS Infrastructure Services team which owns the design, planning, delivery, and operation of all AWS global infrastructure. We are the teams who keep the cloud running. We support all AWS data centers and all",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 56,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": 25,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "bachelors",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.fb6e8bdb2a0301a8ad",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a7fbc2e8f29b4a72b9484231cddc38a6",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Test Engineer, Manufacturing Test Engineer Florence, Kentucky, USA AWS Manufacturing & Repair operations is focused on automated assembly solutions where innovative solutions are needed to accelerate overall manufacturing time for AI/ML platforms. We work backwards from customers to increase critical capacity for AWS services by improving yield and reliability while reducing cycle time. This new highly cross-functional initiative brings together critical expertise from a wide-range of Amazon teams dedicated to meeting and exceeding customer expectations through innovative validation processes and Amazon operational excellence. We are seeking a Manufacturing Test Engineer to work in conjunction with internal partner Hardware Engineering and NPI Test teams to translate testing methodology and scripts into our operational manufacturing environment. This is a rare opportunity to shape manufacturing test strategy from the ground up, directly impacting the speed and quality at which AI infrastructure reaches customers. We're looking for a Manufacturing Test Engineer who thrives at the intersection of hardware, software, and production operations. You'll own the end-to-end manufacturing test ecosystem - from early prototype builds through high-volume production and sustaining - across server (L10) and rack-level (L11/L12) integration. This role requires someone who doesn't just find problems but owns the fix, builds self-remedy capabilities, and relentlessly drives uptime and automation. AWS Manufacturing & Repair is a part of the broader AWS Infrastructure Services team which owns the design, planning, delivery, and operation of all AWS global infrastructure. We are the teams who keep the cloud running. We support all AWS data centers and all",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a7fbc2e8f29b4a72b9484231cddc38a6:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6a991335775321456b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a7fbc2e8f29b4a72b9484231cddc38a6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Test Engineer, Manufacturing Test Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a7fbc2e8f29b4a72b9484231cddc38a6:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.8eea87da835d56db8d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a7fbc2e8f29b4a72b9484231cddc38a6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Test Engineer, Manufacturing Test Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "0b528a3fc15f5cc97db70e75ab5d755a",
      "title": "Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Austin, Texas, USA",
      "country": "US",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 136000,
      "salary_max": 184000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 136000,
      "base_salary_max": 184000,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/10447341/manufacturing-engineer-process-quality-hardware-engineering-manufacturing",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing Austin, Texas, USA Amazon Web Services' Hardware Engineering team is looking for experienced professionals to help build the world's premier cloud computing platform. We are looking for Manufacturing Engineers who are capable of operating in a fast paced, ever changing, multi-platform international manufacturing and production environment. Our Process Quality team works closely with our ODMs, CMs, internal AWS hardware and software development teams, and with upstream component vendors to scale up manufacturing processes and ensure we can achieve our throughput and quality targets. This role requires the engineer to be a technical contact and take on full ownership of the manufacturing launch and resolution of process issues. You will be the driver in getting production scaled across a global network. You will own PFMEAs, Control Plans and process flows from startup through the end of life of the product. You'll join a diverse team of software, hardware, and network engineers, supply chain specialists, security experts, operations managers, and other vital roles. You'll collaborate with people across AWS to help us deliver the highest standards for safety and security while providing seemingly infinite capacity at the lowest possible cost for our customers. And you'll experience an inclusive culture that welcomes bold ideas and empowers you to own them to completion. Key job responsibilities Scale up manufacturing on new products across a global network. Lead and oversee quality control processes across Contract Manufacturers (CM), Original Design Manufacturers (ODM), and component vendors Deliver hands-on",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 56,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.0a17ec5ab78cccaad4",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0b528a3fc15f5cc97db70e75ab5d755a",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing Austin, Texas, USA Amazon Web Services' Hardware Engineering team is looking for experienced professionals to help build the world's premier cloud computing platform. We are looking for Manufacturing Engineers who are capable of operating in a fast paced, ever changing, multi-platform international manufacturing and production environment. Our Process Quality team works closely with our ODMs, CMs, internal AWS hardware and software development teams, and with upstream component vendors to scale up manufacturing processes and ensure we can achieve our throughput and quality targets. This role requires the engineer to be a technical contact and take on full ownership of the manufacturing launch and resolution of process issues. You will be the driver in getting production scaled across a global network. You will own PFMEAs, Control Plans and process flows from startup through the end of life of the product. You'll join a diverse team of software, hardware, and network engineers, supply chain specialists, security experts, operations managers, and other vital roles. You'll collaborate with people across AWS to help us deliver the highest standards for safety and security while providing seemingly infinite capacity at the lowest possible cost for our customers. And you'll experience an inclusive culture that welcomes bold ideas and empowers you to own them to completion. Key job responsibilities Scale up manufacturing on new products across a global network. Lead and oversee quality control processes across Contract Manufacturers (CM), Original Design Manufacturers (ODM), and component vendors Deliver hands-on",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:0b528a3fc15f5cc97db70e75ab5d755a:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c9ecdbc73681e587e5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0b528a3fc15f5cc97db70e75ab5d755a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:0b528a3fc15f5cc97db70e75ab5d755a:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.15ca933e26328dfd3d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "0b528a3fc15f5cc97db70e75ab5d755a",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "173a63511c35b0161e1ccc62243baeeb",
      "title": "Senior Manufacturing Engineer, Tech Lead",
      "employer_name": "Whoop",
      "employer_slug": "whoop",
      "location_text": "Boston, MA",
      "country": "US",
      "employment_type": "full_time",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 150000,
      "salary_max": 195000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "total_comp",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 150000,
      "base_salary_max": 195000,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cbinsights_unicorn"
      ],
      "posted_at": "2026-02-04T14:47:51.976Z",
      "apply_url": "https://jobs.lever.co/whoop/6bbee43f-4de8-4f92-a93c-b3ffac4653ec",
      "apply_url_verified": false,
      "ats": "lever",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Manufacturing Engineer, Tech Lead Boston, MA At WHOOP, we're on a mission to unlock human performance and healthspan. WHOOP empowers users to perform at a higher level through a deeper understanding of their bodies and daily lives. As a Senior Manufacturing Engineer, Tech Lead you will own manufacturing technical readiness for two concurrent NPI programs, serving as the lead engineer on one program while building a small dedicated team (a Junior Manufacturing Engineer and an in-region Process Engineer) to execute the second. You will develop and troubleshoot processes, support manufacturing ramps, and ensure high quality and efficiency from prototype builds through production; partnering closely with Mechanical, Electrical, Supply Chain, Quality, and factory teams. You are experienced in DFX, process design and validation, fixture and equipment design, and thrive being hands-on at the factory. Reporting to the Director of Manufacturing Engineering, you will be responsible and accountable for timely execution of NPI deliverables to program deadlines, while coaching and developing your team to deliver consistent, scalable manufacturing results. At WHOOP, we're on a mission to unlock human performance and healthspan. WHOOP empowers users to perform at a higher level through a deeper understanding of their bodies and daily lives. As a Senior Manufacturing Engineer, Tech Lead you will own manufacturing technical readiness for two concurrent NPI programs, serving as the lead engineer on one program while building a small dedicated team (a Junior Manufacturing Engineer and an in-region Process Engineer) to execute the second. You will develop and troubleshoot processes,",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 47,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 55,
      "travel_pct": 25,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.5cc78858bc51668c64",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "173a63511c35b0161e1ccc62243baeeb",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Manufacturing Engineer, Tech Lead Boston, MA At WHOOP, we're on a mission to unlock human performance and healthspan. WHOOP empowers users to perform at a higher level through a deeper understanding of their bodies and daily lives. As a Senior Manufacturing Engineer, Tech Lead you will own manufacturing technical readiness for two concurrent NPI programs, serving as the lead engineer on one program while building a small dedicated team (a Junior Manufacturing Engineer and an in-region Process Engineer) to execute the second. You will develop and troubleshoot processes, support manufacturing ramps, and ensure high quality and efficiency from prototype builds through production; partnering closely with Mechanical, Electrical, Supply Chain, Quality, and factory teams. You are experienced in DFX, process design and validation, fixture and equipment design, and thrive being hands-on at the factory. Reporting to the Director of Manufacturing Engineering, you will be responsible and accountable for timely execution of NPI deliverables to program deadlines, while coaching and developing your team to deliver consistent, scalable manufacturing results. At WHOOP, we're on a mission to unlock human performance and healthspan. WHOOP empowers users to perform at a higher level through a deeper understanding of their bodies and daily lives. As a Senior Manufacturing Engineer, Tech Lead you will own manufacturing technical readiness for two concurrent NPI programs, serving as the lead engineer on one program while building a small dedicated team (a Junior Manufacturing Engineer and an in-region Process Engineer) to execute the second. You will develop and troubleshoot processes,",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:173a63511c35b0161e1ccc62243baeeb:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.fa729b369da96c8545",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "173a63511c35b0161e1ccc62243baeeb",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Senior Manufacturing Engineer, Tech Lead",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:173a63511c35b0161e1ccc62243baeeb:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.a171ac0a2c3291b2da",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "173a63511c35b0161e1ccc62243baeeb",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Senior Manufacturing Engineer, Tech Lead",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "332b36c7470ddfff4b37e68dbdd2ea9b",
      "title": "Manufacturing Engineer",
      "employer_name": "Cisco",
      "employer_slug": "cisco",
      "location_text": "Guadalajara, Mexico",
      "country": "MX",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-05-12T00:00:00.000Z",
      "apply_url": "https://cisco.wd5.myworkdayjobs.com/Cisco_Careers/job/Guadalajara-Mexico/Manufacturing-Engineer_2010662",
      "apply_url_verified": true,
      "ats": "workday",
      "url_last_checked_alive": "2026-06-13T01:21:29.442Z",
      "removed_at": null,
      "description_excerpt": "Manufacturing Engineer Guadalajara, Mexico Meet the Team It's an exciting time to work at Cisco! Where every day we live our mission, shaping the future of the Internet by creating unprecedented value and opportunity for our customers, employees, investors, and ecosystem partners. Join our extraordinary supply chain team, a motivation for change in driving company transformation, supporting innovation, improving productivity and exceeding customer expectations. Your Impact The Manufacturing Engineer is the primary technical interface to the Manufacturing Partner site and is accountable for driving both Operational Excellence (Delivery, Quality, and Cost) and Factory Excellence (capability, efficiency, security and sustainability). Position requires strong knowledge on PCBA manufacturing operations and SMT technology roadmap. Supports manufacturing engineering functions at the manufacturing sites including: * Lead daily support of our products and tools in manufacturing. * Support NPI launch and govern sustaining products within manufacturing partners. * Support product transfers between manufacturing sites. * Analyze various sets of data and programs for quality & process control. * Drive process optimization, yield improvements and process consistency within manufacturing sites. * Provides technical support for all systemic defects, line stops, material purges and quality issues. * Factory site technical quality metrics ownership and driving metrics improvement relating to structural test. * Govern ECO and deviation implementation during bom change or fab respin. * Reviewed and validated SoP documents and SPC specifications (Yield, Cpk, GR&R) during phase gate transitions and on a periodic basis for sustaining production. * Conduct audits of factory processes. * Provide oversight during",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 10,
      "years_experience_max": 14,
      "role_function": "data",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.6e07ddd383c91b0d98",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "332b36c7470ddfff4b37e68dbdd2ea9b",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Engineer Guadalajara, Mexico Meet the Team It's an exciting time to work at Cisco! Where every day we live our mission, shaping the future of the Internet by creating unprecedented value and opportunity for our customers, employees, investors, and ecosystem partners. Join our extraordinary supply chain team, a motivation for change in driving company transformation, supporting innovation, improving productivity and exceeding customer expectations. Your Impact The Manufacturing Engineer is the primary technical interface to the Manufacturing Partner site and is accountable for driving both Operational Excellence (Delivery, Quality, and Cost) and Factory Excellence (capability, efficiency, security and sustainability). Position requires strong knowledge on PCBA manufacturing operations and SMT technology roadmap. Supports manufacturing engineering functions at the manufacturing sites including: * Lead daily support of our products and tools in manufacturing. * Support NPI launch and govern sustaining products within manufacturing partners. * Support product transfers between manufacturing sites. * Analyze various sets of data and programs for quality & process control. * Drive process optimization, yield improvements and process consistency within manufacturing sites. * Provides technical support for all systemic defects, line stops, material purges and quality issues. * Factory site technical quality metrics ownership and driving metrics improvement relating to structural test. * Govern ECO and deviation implementation during bom change or fab respin. * Reviewed and validated SoP documents and SPC specifications (Yield, Cpk, GR&R) during phase gate transitions and on a periodic basis for sustaining production. * Conduct audits of factory processes. * Provide oversight during",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:332b36c7470ddfff4b37e68dbdd2ea9b:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b850b9873303a660ad",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "332b36c7470ddfff4b37e68dbdd2ea9b",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:332b36c7470ddfff4b37e68dbdd2ea9b:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.03302c496bedd3bc12",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "332b36c7470ddfff4b37e68dbdd2ea9b",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.trust.apply.25eaf0efeaa33a96e9",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "332b36c7470ddfff4b37e68dbdd2ea9b",
          "signal_type": "trust_signal",
          "display_text": "Live-verified apply link",
          "tooltip": "The apply link passed the latest liveness check.",
          "source_binding": "row_trust_evidence",
          "source_field": "apply_url_verified",
          "source_value": true,
          "matched_input": true,
          "derivation_source": "verified_source_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "trust_source_exists",
          "counts_for_non_trivial_query": false,
          "truth_verified": true,
          "exact": true,
          "priority": 10,
          "mobile_priority": 11,
          "ui": {
            "icon": "ExternalLink",
            "tone": "verified",
            "href": null
          },
          "evidence_source": {
            "source_url": "https://cisco.wd5.myworkdayjobs.com/Cisco_Careers/job/Guadalajara-Mexico/Manufacturing-Engineer_2010662",
            "source_label": "Apply link",
            "source_date": "2026-06-13T01:21:29.442Z"
          }
        }
      ]
    },
    {
      "id": "37db46a0a8f5a1d8739b8b68e40f3836",
      "title": "Lead Engineer, Manufacturing Process",
      "employer_name": "Celestica Inc.",
      "employer_slug": "celestica-inc",
      "location_text": "City Richardson | State/Province Texas | Country USA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "remote",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": 0,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.celestica.com/job/Richardson-Lead-Engineer%2C-Manufacturing-Process-TX-75080/1372740833/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Lead Engineer, Manufacturing Process City Richardson | State/Province Texas | Country USA Req ID: 133824 Remote Position: Region: Country USA State/Province: State/Province Texas City Richardson General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 48,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.c1637e88e927ea6244",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "37db46a0a8f5a1d8739b8b68e40f3836",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Lead Engineer, Manufacturing Process City Richardson | State/Province Texas | Country USA Req ID: 133824 Remote Position: Region: Country USA State/Province: State/Province Texas City Richardson General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:37db46a0a8f5a1d8739b8b68e40f3836:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.8b331ff6b943af719a",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "37db46a0a8f5a1d8739b8b68e40f3836",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Lead Engineer, Manufacturing Process",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:37db46a0a8f5a1d8739b8b68e40f3836:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.77d3e431c97f110201",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "37db46a0a8f5a1d8739b8b68e40f3836",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Lead Engineer, Manufacturing Process",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "40a32a8219b76f75d08c900611d46548",
      "title": "08 - Lead Engineer, Manufacturing Process 1 1",
      "employer_name": "Celestica Inc.",
      "employer_slug": "celestica-inc",
      "location_text": "City Fort Worth | State/Province Texas | Country USA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.celestica.com/job/Fort-Worth-08-Lead-Engineer%2C-Manufacturing-Process-1-1-TX-76101/1369827133/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "08 - Lead Engineer, Manufacturing Process 1 1 City Fort Worth | State/Province Texas | Country USA Req ID: 133205 Region: Country USA State/Province: State/Province Texas City Fort Worth General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Knowledge/Skill",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.5019e0b3c868bbca5e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "40a32a8219b76f75d08c900611d46548",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "08 - Lead Engineer, Manufacturing Process 1 1 City Fort Worth | State/Province Texas | Country USA Req ID: 133205 Region: Country USA State/Province: State/Province Texas City Fort Worth General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Knowledge/Skill",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:40a32a8219b76f75d08c900611d46548:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.c7251e4691b1248375",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "40a32a8219b76f75d08c900611d46548",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "08 - Lead Engineer, Manufacturing Process 1 1",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:40a32a8219b76f75d08c900611d46548:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.61f06dcd58121aad4e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "40a32a8219b76f75d08c900611d46548",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "08 - Lead Engineer, Manufacturing Process 1 1",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "46aedff2bc28237db03098ec53110df6",
      "title": "Senior Manufacturing Engineer, Digital Tools",
      "employer_name": "Anduril",
      "employer_slug": "anduril",
      "location_text": "Atlanta, Georgia, United States",
      "country": "US",
      "employment_type": "full_time",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 126000,
      "salary_max": 167000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "total_comp",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 126000,
      "base_salary_max": 167000,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cnbc_disruptor50",
        "cbinsights_unicorn",
        "a16z",
        "foundersfund",
        "generalcatalyst"
      ],
      "posted_at": "2026-05-28T21:17:22.000Z",
      "apply_url": "https://boards.greenhouse.io/andurilindustries/jobs/5055310007?gh_jid=5055310007",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Manufacturing Engineer, Digital Tools Atlanta, Georgia, United States Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. ABOUT THE TEAM: Anduril's Digital Manufacturing team is seeking a Senior Manufacturing Engineer, Digital Tools to join our team. The Digital Manufacturing team plays a pivotal role in optimizing manufacturing operations through the implementation and management of procedures and advanced digital solutions. The team ensures that manufacturing processes are efficient, scalable, and integrated with the latest industry standards. ABOUT THE JOB: As a Manufacturing Engineer, Digital Tools, you will be involved in the internal deployment and adoption of Anduril's ProductionOS manufacturing software solutions. The right person for this role has strong technical and analytical skills that can be applied and implemented in a real world environment to drive outcomes for the business. WHAT YOU'LL DO: - Work with manufacturing and software leadership to develop and implement novel manufacturing software strategies that enhance productivity,",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 47,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "bachelors",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.61cd22ec42c168de1b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "46aedff2bc28237db03098ec53110df6",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Manufacturing Engineer, Digital Tools Atlanta, Georgia, United States Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. ABOUT THE TEAM: Anduril's Digital Manufacturing team is seeking a Senior Manufacturing Engineer, Digital Tools to join our team. The Digital Manufacturing team plays a pivotal role in optimizing manufacturing operations through the implementation and management of procedures and advanced digital solutions. The team ensures that manufacturing processes are efficient, scalable, and integrated with the latest industry standards. ABOUT THE JOB: As a Manufacturing Engineer, Digital Tools, you will be involved in the internal deployment and adoption of Anduril's ProductionOS manufacturing software solutions. The right person for this role has strong technical and analytical skills that can be applied and implemented in a real world environment to drive outcomes for the business. WHAT YOU'LL DO: - Work with manufacturing and software leadership to develop and implement novel manufacturing software strategies that enhance productivity,",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:46aedff2bc28237db03098ec53110df6:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.db089cc7f532a3b849",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "46aedff2bc28237db03098ec53110df6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Senior Manufacturing Engineer, Digital Tools",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:46aedff2bc28237db03098ec53110df6:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.86242a910bff91c734",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "46aedff2bc28237db03098ec53110df6",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Senior Manufacturing Engineer, Digital Tools",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "4a79cb7e1ae6f83d68d6286b41edaa48",
      "title": "Manufacturing & Process Developmental Engineer II (On-Site Middletown, PA)",
      "employer_name": "TE Connectivity",
      "employer_slug": "te-connectivity",
      "location_text": "Job Country United States",
      "country": "unknown",
      "employment_type": "unknown",
      "remote_status": "onsite",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": 5,
      "timezone_overlap_hours": 3,
      "salary_min": 82000,
      "salary_max": 123000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 82000,
      "base_salary_max": 123000,
      "salary_disclosed": true,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.te.com/job/MIDDLETOWN-Manufacturing-&-Process-Developmental-Engineer-II-%28On-Site-Middletown%2C-PA%29-PA-17057-3170/153446-en_US/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing & Process Developmental Engineer II (On-Site Middletown, PA) Job Country United States Job Posting Title: Manufacturing & Process Developmental Engineer II (On-Site Middletown, PA) Job ID: 153446 Job Code: Business Unit: Building: Band/Level: Recruiter: Pete Roosendaal Relocation: Travel: Employee Referral Amount: Education Experience: Employment Experience: At TE, you will unleash your potential working with people from diverse backgrounds and industries to create a safer, sustainable and more connected world. ​ Job Overview We are seeking a Manufacturing Process Development Engineer to join our prototype development team, responsible for developing manufacturing processes for new products, including process definition, tool design and development, and process qualification. This position will work closely with cross-functional teams to ensure manufacturability, cost-effectiveness, and quality. Key Responsibilities Process Development • Develop manufacturing processes related to new product development, including process definition and tool development, including designing and developing tooling and manufacturing fixtures using CAD software. • Address tooling, manufacturability, and cost considerations during product development phases. • Update tooling prints and technical documentation. • Coordinate tool and die conditioning activities with technicians. • Support corrective design actions and tooling modifications as needed. • Generate design for manufacturing summaries and coordinate design reviews of manufacturing tools. Process Analysis & Documentation •",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 44,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.c11c134f3dce23a145",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4a79cb7e1ae6f83d68d6286b41edaa48",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing & Process Developmental Engineer II (On-Site Middletown, PA) Job Country United States Job Posting Title: Manufacturing & Process Developmental Engineer II (On-Site Middletown, PA) Job ID: 153446 Job Code: Business Unit: Building: Band/Level: Recruiter: Pete Roosendaal Relocation: Travel: Employee Referral Amount: Education Experience: Employment Experience: At TE, you will unleash your potential working with people from diverse backgrounds and industries to create a safer, sustainable and more connected world. ​ Job Overview We are seeking a Manufacturing Process Development Engineer to join our prototype development team, responsible for developing manufacturing processes for new products, including process definition, tool design and development, and process qualification. This position will work closely with cross-functional teams to ensure manufacturability, cost-effectiveness, and quality. Key Responsibilities Process Development • Develop manufacturing processes related to new product development, including process definition and tool development, including designing and developing tooling and manufacturing fixtures using CAD software. • Address tooling, manufacturability, and cost considerations during product development phases. • Update tooling prints and technical documentation. • Coordinate tool and die conditioning activities with technicians. • Support corrective design actions and tooling modifications as needed. • Generate design for manufacturing summaries and coordinate design reviews of manufacturing tools. Process Analysis & Documentation •",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:4a79cb7e1ae6f83d68d6286b41edaa48:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2e97319d6c7a0988fd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4a79cb7e1ae6f83d68d6286b41edaa48",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing & Process Developmental Engineer II (On-Site Middletown, PA)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:4a79cb7e1ae6f83d68d6286b41edaa48:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.df1aae43d3e45fec22",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "4a79cb7e1ae6f83d68d6286b41edaa48",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing & Process Developmental Engineer II (On-Site Middletown, PA)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "5207d3ae6d35ac341bbfae363d43ba33",
      "title": "08 - Lead Engineer, Manufacturing Process 1",
      "employer_name": "Celestica Inc.",
      "employer_slug": "celestica-inc",
      "location_text": "City Fort Worth | State/Province Texas | Country USA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.celestica.com/job/Fort-Worth-08-Lead-Engineer%2C-Manufacturing-Process-1-TX-76101/1369742333/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "08 - Lead Engineer, Manufacturing Process 1 City Fort Worth | State/Province Texas | Country USA Req ID: 133204 Region: Country USA State/Province: State/Province Texas City Fort Worth General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Knowledge/Skill",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.94c4b37395594d69dc",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "5207d3ae6d35ac341bbfae363d43ba33",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "08 - Lead Engineer, Manufacturing Process 1 City Fort Worth | State/Province Texas | Country USA Req ID: 133204 Region: Country USA State/Province: State/Province Texas City Fort Worth General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Knowledge/Skill",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:5207d3ae6d35ac341bbfae363d43ba33:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.64983833f9fee2fdd9",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "5207d3ae6d35ac341bbfae363d43ba33",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "08 - Lead Engineer, Manufacturing Process 1",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:5207d3ae6d35ac341bbfae363d43ba33:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.2723dcea9009e86468",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "5207d3ae6d35ac341bbfae363d43ba33",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "08 - Lead Engineer, Manufacturing Process 1",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "61ee0352ab17d71267caae14e3a1f7b7",
      "title": "08 - Lead Engineer, Manufacturing Process",
      "employer_name": "Celestica Inc.",
      "employer_slug": "celestica-inc",
      "location_text": "City Richardson | State/Province Texas | Country USA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.celestica.com/job/Richardson-08-Lead-Engineer%2C-Manufacturing-Process-TX-75080/1389034533/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "08 - Lead Engineer, Manufacturing Process City Richardson | State/Province Texas | Country USA Req ID: 135335 Region: Country USA State/Province: State/Province Texas City Richardson General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Knowledge/Skill",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.b0d4de4acf87048bab",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "61ee0352ab17d71267caae14e3a1f7b7",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "08 - Lead Engineer, Manufacturing Process City Richardson | State/Province Texas | Country USA Req ID: 135335 Region: Country USA State/Province: State/Province Texas City Richardson General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Knowledge/Skill",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:61ee0352ab17d71267caae14e3a1f7b7:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ad0f9d50d66c065f80",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "61ee0352ab17d71267caae14e3a1f7b7",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "08 - Lead Engineer, Manufacturing Process",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:61ee0352ab17d71267caae14e3a1f7b7:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.be1c1fe621b98d3398",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "61ee0352ab17d71267caae14e3a1f7b7",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "08 - Lead Engineer, Manufacturing Process",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "6b3d265fa628cc92f0f324d410f61593",
      "title": "Mechanical Engineer II (Manufacturing Test)",
      "employer_name": "Whoop",
      "employer_slug": "whoop",
      "location_text": "Boston, MA",
      "country": "US",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 120000,
      "salary_max": 160000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "total_comp",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 120000,
      "base_salary_max": 160000,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cbinsights_unicorn"
      ],
      "posted_at": "2026-04-03T14:36:28.801Z",
      "apply_url": "https://jobs.lever.co/whoop/84d683d7-fad4-4673-b835-d6b82fd643fa",
      "apply_url_verified": false,
      "ats": "lever",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Mechanical Engineer II (Manufacturing Test) Boston, MA At WHOOP, we're on a mission to unlock human performance and healthspan. WHOOP empowers members to perform at a higher level through a deeper understanding of their bodies and daily lives. WHOOP is hiring an Mechanical Engineer II with a manufacturing focus to help develop the next generation of manufacturing test fixtures that ensure our hardware meets rigorous performance and reliability standards. In this role, you will learn WHOOP's manufacturing testing philosophy, contribute to fixture design for current and future products, and help drive improvements in documentation, repeatability, and test coverage. Over your first year, you will become a key contributor to early fixture research, production test fixture development, and build-readiness for contract manufacturing partners. At WHOOP, we're on a mission to unlock human performance and healthspan. WHOOP empowers members to perform at a higher level through a deeper understanding of their bodies and daily lives. WHOOP is hiring an Mechanical Engineer II with a manufacturing focus to help develop the next generation of manufacturing test fixtures that ensure our hardware meets rigorous performance and reliability standards. In this role, you will learn WHOOP's manufacturing testing philosophy, contribute to fixture design for current and future products, and help drive improvements in documentation, repeatability, and test coverage. Over your first year, you will become a key contributor to early fixture research, production test fixture development, and build-readiness for contract manufacturing partners. RESPONSIBILITIES: - Apply foundational test-design, DFM/DFT, and manufacturing-practice principles to support the creation",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 47,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "bachelors",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.e9a265bb8fdaf0a905",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "6b3d265fa628cc92f0f324d410f61593",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Mechanical Engineer II (Manufacturing Test) Boston, MA At WHOOP, we're on a mission to unlock human performance and healthspan. WHOOP empowers members to perform at a higher level through a deeper understanding of their bodies and daily lives. WHOOP is hiring an Mechanical Engineer II with a manufacturing focus to help develop the next generation of manufacturing test fixtures that ensure our hardware meets rigorous performance and reliability standards. In this role, you will learn WHOOP's manufacturing testing philosophy, contribute to fixture design for current and future products, and help drive improvements in documentation, repeatability, and test coverage. Over your first year, you will become a key contributor to early fixture research, production test fixture development, and build-readiness for contract manufacturing partners. At WHOOP, we're on a mission to unlock human performance and healthspan. WHOOP empowers members to perform at a higher level through a deeper understanding of their bodies and daily lives. WHOOP is hiring an Mechanical Engineer II with a manufacturing focus to help develop the next generation of manufacturing test fixtures that ensure our hardware meets rigorous performance and reliability standards. In this role, you will learn WHOOP's manufacturing testing philosophy, contribute to fixture design for current and future products, and help drive improvements in documentation, repeatability, and test coverage. Over your first year, you will become a key contributor to early fixture research, production test fixture development, and build-readiness for contract manufacturing partners. RESPONSIBILITIES: - Apply foundational test-design, DFM/DFT, and manufacturing-practice principles to support the creation",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:6b3d265fa628cc92f0f324d410f61593:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b4ff3e6eea8a7b4e61",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "6b3d265fa628cc92f0f324d410f61593",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Mechanical Engineer II (Manufacturing Test)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:6b3d265fa628cc92f0f324d410f61593:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6b826bf9a59c8fbf1d",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "6b3d265fa628cc92f0f324d410f61593",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Mechanical Engineer II (Manufacturing Test)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "7226c26c8c44d5ce6134d8f1f2acda50",
      "title": "Lead Engineer, Manufacturing Process (Team Leader)",
      "employer_name": "Celestica Inc.",
      "employer_slug": "celestica-inc",
      "location_text": "City Laem Chabang | State/Province Chonburi | Country Thailand",
      "country": "TH",
      "employment_type": "unknown",
      "remote_status": "remote",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": 0,
      "timezone_overlap_hours": 3,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.celestica.com/job/Laem-Chabang-Lead-Engineer%2C-Manufacturing-Process-%28Team-Leader%29-20/1394792833/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Lead Engineer, Manufacturing Process (Team Leader) City Laem Chabang | State/Province Chonburi | Country Thailand ​Lead Engineer, Manufacturing Process (Team Leader) Req ID: 135243 Remote Position: Hiring Manager: Band: Region: Country Thailand State/Province: State/Province Chonburi City Laem Chabang Job S ummary: The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customer's products. Detailed Description: Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Enabling Competencies: Project Management - Ability to manage a single line engineering project with a limited numbe",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 48,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.8d87cb526b0c05a1a5",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7226c26c8c44d5ce6134d8f1f2acda50",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Lead Engineer, Manufacturing Process (Team Leader) City Laem Chabang | State/Province Chonburi | Country Thailand ​Lead Engineer, Manufacturing Process (Team Leader) Req ID: 135243 Remote Position: Hiring Manager: Band: Region: Country Thailand State/Province: State/Province Chonburi City Laem Chabang Job S ummary: The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customer's products. Detailed Description: Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Enabling Competencies: Project Management - Ability to manage a single line engineering project with a limited numbe",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:7226c26c8c44d5ce6134d8f1f2acda50:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.160c12243ca209cf00",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7226c26c8c44d5ce6134d8f1f2acda50",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Lead Engineer, Manufacturing Process (Team Leader)",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:7226c26c8c44d5ce6134d8f1f2acda50:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.a0e931b50cc3121ac1",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "7226c26c8c44d5ce6134d8f1f2acda50",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Lead Engineer, Manufacturing Process (Team Leader)",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "8ad5b104f5ae5913a4cbbbd33f349102",
      "title": "Senior Project Engineer, Manufacturing Development",
      "employer_name": "Anduril",
      "employer_slug": "anduril",
      "location_text": "Costa Mesa, California, United States",
      "country": "US",
      "employment_type": "full_time",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 146000,
      "salary_max": 194000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "total_comp",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 146000,
      "base_salary_max": 194000,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "options"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cnbc_disruptor50",
        "cbinsights_unicorn",
        "a16z",
        "foundersfund",
        "generalcatalyst"
      ],
      "posted_at": "2025-11-21T15:47:58.000Z",
      "apply_url": "https://boards.greenhouse.io/andurilindustries/jobs/4952720007?gh_jid=4952720007",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Project Engineer, Manufacturing Development Costa Mesa, California, United States Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. ABOUT THE TEAM The Manufacturing Development team defines the 'What', 'When', 'Why' and 'How' for manufacturing, from new product development (NPD) and new product introduction (NPI) to manufacturing operations. This role includes managing the rollout of the Manufacturing Development Process (MDP) across multiple product lines, tracking project progress, health, and risks, developing and deploying business processes and templates, and championing best practices across global manufacturing engineering teams. The successful candidate will have a mix of both business and technical acumen, with a strong focus on the product lifecycle and concurrent engineering principles. ABOUT THE JOB Anduril's Manufacturing Development team is seeking a Senior Manufacturing Development Project Engineer to grow and implement the Manufacturing Development Process (MDP) - a comprehensive framework that enables Manufacturing Engineering teams to pull production readiness to the left",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 47,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "engineering",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.ceb93bc3cc76932fe6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8ad5b104f5ae5913a4cbbbd33f349102",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Project Engineer, Manufacturing Development Costa Mesa, California, United States Anduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's family of systems is powered by Lattice OS, an AI-powered operating system that turns thousands of data streams into a realtime, 3D command and control center. As the world enters an era of strategic competition, Anduril is committed to bringing cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the military in months, not years. ABOUT THE TEAM The Manufacturing Development team defines the 'What', 'When', 'Why' and 'How' for manufacturing, from new product development (NPD) and new product introduction (NPI) to manufacturing operations. This role includes managing the rollout of the Manufacturing Development Process (MDP) across multiple product lines, tracking project progress, health, and risks, developing and deploying business processes and templates, and championing best practices across global manufacturing engineering teams. The successful candidate will have a mix of both business and technical acumen, with a strong focus on the product lifecycle and concurrent engineering principles. ABOUT THE JOB Anduril's Manufacturing Development team is seeking a Senior Manufacturing Development Project Engineer to grow and implement the Manufacturing Development Process (MDP) - a comprehensive framework that enables Manufacturing Engineering teams to pull production readiness to the left",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8ad5b104f5ae5913a4cbbbd33f349102:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.fbed5ac1d090d12d17",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8ad5b104f5ae5913a4cbbbd33f349102",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Senior Project Engineer, Manufacturing Development",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:8ad5b104f5ae5913a4cbbbd33f349102:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.6d39372cb9ae056ed6",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "8ad5b104f5ae5913a4cbbbd33f349102",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Senior Project Engineer, Manufacturing Development",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "93f42e5d91eb26a2f6520565d5ad80a4",
      "title": "Sr. Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing",
      "employer_name": "Amazon",
      "employer_slug": "amazon",
      "location_text": "Austin, Texas, USA",
      "country": "US",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 159200,
      "salary_max": 215300,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 159200,
      "base_salary_max": 215300,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T00:00:00.000Z",
      "apply_url": "https://www.amazon.jobs/en/jobs/10447342/sr-manufacturing-engineer-process-quality-hardware-engineering-manufacturing",
      "apply_url_verified": false,
      "ats": "amazon_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Sr. Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing Austin, Texas, USA Amazon Web Services' Hardware Engineering team is looking for experienced professionals to help build the world's premier cloud computing platform. We are looking for Manufacturing Engineers who are capable of operating in a fast paced, ever changing, multi-platform international manufacturing and production environment. Our Process Quality team works closely with our ODMs, CMs, internal AWS hardware and software development teams, and with upstream component vendors to scale up manufacturing processes and ensure we can achieve our throughput and quality targets. This role requires the engineer to be a technical contact and take on full ownership of the manufacturing launch and resolution of process issues. You will be the driver in getting production scaled across a global network. You will own PFMEAs, Control Plans and process flows from startup through the end of life of the product. You'll join a diverse team of software, hardware, and network engineers, supply chain specialists, security experts, operations managers, and other vital roles. You'll collaborate with people across AWS to help us deliver the highest standards for safety and security while providing seemingly infinite capacity at the lowest possible cost for our customers. And you'll experience an inclusive culture that welcomes bold ideas and empowers you to own them to completion. Key job responsibilities Scale up manufacturing on new products across a global network. Lead and oversee quality control processes across Contract Manufacturers (CM), Original Design Manufacturers (ODM), and component vendors Deliver",
      "parental_leave_weeks": 6,
      "non_birth_parent_leave_weeks": 6,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": "https://www.aboutamazon.com/news/workplace/what-20-weeks-of-fully-paid-leave-does-for-Amazon-families",
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 56,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": "Industrial",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "masters",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.384a9c74c3570408bb",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "93f42e5d91eb26a2f6520565d5ad80a4",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Sr. Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing Austin, Texas, USA Amazon Web Services' Hardware Engineering team is looking for experienced professionals to help build the world's premier cloud computing platform. We are looking for Manufacturing Engineers who are capable of operating in a fast paced, ever changing, multi-platform international manufacturing and production environment. Our Process Quality team works closely with our ODMs, CMs, internal AWS hardware and software development teams, and with upstream component vendors to scale up manufacturing processes and ensure we can achieve our throughput and quality targets. This role requires the engineer to be a technical contact and take on full ownership of the manufacturing launch and resolution of process issues. You will be the driver in getting production scaled across a global network. You will own PFMEAs, Control Plans and process flows from startup through the end of life of the product. You'll join a diverse team of software, hardware, and network engineers, supply chain specialists, security experts, operations managers, and other vital roles. You'll collaborate with people across AWS to help us deliver the highest standards for safety and security while providing seemingly infinite capacity at the lowest possible cost for our customers. And you'll experience an inclusive culture that welcomes bold ideas and empowers you to own them to completion. Key job responsibilities Scale up manufacturing on new products across a global network. Lead and oversee quality control processes across Contract Manufacturers (CM), Original Design Manufacturers (ODM), and component vendors Deliver",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:93f42e5d91eb26a2f6520565d5ad80a4:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.b6e2c1b9e853e10ce8",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "93f42e5d91eb26a2f6520565d5ad80a4",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Sr. Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:93f42e5d91eb26a2f6520565d5ad80a4:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.84af314b13bb57147b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "93f42e5d91eb26a2f6520565d5ad80a4",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Sr. Manufacturing Engineer - Process Quality, Hardware Engineering - Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "9e4c5726dcc58736ab64e02e04a07b7f",
      "title": "Design for Manufacturing Engineer - New Product Introduction | Manufacturing Engineering",
      "employer_name": "BETA Technologies INC",
      "employer_slug": "betatechnologiesinc",
      "location_text": "South Burlington, Vermont, United States",
      "country": "US",
      "employment_type": "full_time",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 85000,
      "salary_max": 145000,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "total_comp",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": true,
      "equity_included": true,
      "equity_included_source": null,
      "equity_type": [
        "rsu"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-04T16:41:40.000Z",
      "apply_url": "https://job-boards.greenhouse.io/betatechnologiesinc/jobs/4211229009",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Design for Manufacturing Engineer - New Product Introduction | Manufacturing Engineering South Burlington, Vermont, United States At BETA Technologies, we apply our intellectual curiosity, passion for aviation, and commitment to sustainability toward a shared mission of revolutionizing electric aviation. Regardless of the position one holds, each team member brings their talent and desire to positively impact the environment and lives of others in a refreshing, vibrant, and inclusive culture. The Design for Manufacturing Engineer, New Product Introduction position is for a multi-faceted design, manufacturing and test engineer on the Manufacturing Engineering team at Beta. This person will conceptualize, develop and implement new product designs or technology to make our existing and next-gen aircraft fast and easy to manufacture with the highest quality. This person will work closely with the aircraft design engineering teams to develop concepts, review designs and ensure design for manufacturing best practices are being implemented. They will develop tooling, both internally and with external vendors. They will research, procure and test new equipment. This person will also manage projects to introduce new products or technology to production, work across teams to develop the implementation plan and oversee the first articles of the aircraft components manufactured to ensure they meet all requirements. How you will contribute to revolutionizing electric aviation: Work with the aircraft design teams to ensure all new designs are easy to manufacture, developing trade studies and fabrication plans to assist with decision making. Work with supply chain and various fabrication teams to develop the make",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 44,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "data",
      "employer_industry": "Transportation",
      "employer_size": "5000+",
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.287b082a1fd65afdbd",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9e4c5726dcc58736ab64e02e04a07b7f",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Design for Manufacturing Engineer - New Product Introduction | Manufacturing Engineering South Burlington, Vermont, United States At BETA Technologies, we apply our intellectual curiosity, passion for aviation, and commitment to sustainability toward a shared mission of revolutionizing electric aviation. Regardless of the position one holds, each team member brings their talent and desire to positively impact the environment and lives of others in a refreshing, vibrant, and inclusive culture. The Design for Manufacturing Engineer, New Product Introduction position is for a multi-faceted design, manufacturing and test engineer on the Manufacturing Engineering team at Beta. This person will conceptualize, develop and implement new product designs or technology to make our existing and next-gen aircraft fast and easy to manufacture with the highest quality. This person will work closely with the aircraft design engineering teams to develop concepts, review designs and ensure design for manufacturing best practices are being implemented. They will develop tooling, both internally and with external vendors. They will research, procure and test new equipment. This person will also manage projects to introduce new products or technology to production, work across teams to develop the implementation plan and oversee the first articles of the aircraft components manufactured to ensure they meet all requirements. How you will contribute to revolutionizing electric aviation: Work with the aircraft design teams to ensure all new designs are easy to manufacture, developing trade studies and fabrication plans to assist with decision making. Work with supply chain and various fabrication teams to develop the make",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:9e4c5726dcc58736ab64e02e04a07b7f:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f7d5706d41dba8dfe4",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9e4c5726dcc58736ab64e02e04a07b7f",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Design for Manufacturing Engineer - New Product Introduction | Manufacturing Engineering",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:9e4c5726dcc58736ab64e02e04a07b7f:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.cfa0366ced6a6ddb56",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "9e4c5726dcc58736ab64e02e04a07b7f",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Design for Manufacturing Engineer - New Product Introduction | Manufacturing Engineering",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "a152edf8261be5637e2bbc882059f9b8",
      "title": "Manufacturing Design Opportunities",
      "employer_name": "Apple",
      "employer_slug": "apple",
      "location_text": "Austin, United States of America",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": "yes",
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_match_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "k401_contribution_source_url": "https://www.askebsa.dol.gov/FOIA%20Files/2024/Latest/F_SCH_H_2024_Latest.zip",
      "k401_contribution_source_fields": [
        "EMPLR_CONTRIB_INCOME_AMT"
      ],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-09T18:06:21.706Z",
      "apply_url": "https://jobs.apple.com/en-us/details/200665221/manufacturing-design-opportunities?team=OPMFG",
      "apply_url_verified": false,
      "ats": "apple_custom",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Design Opportunities Austin, United States of America How do you build a great idea? With more great ideas - the kind of thinking that transforms the work of our industrial designers into the devices that enrich the lives of our customers. Join this team to develop manufacturing engineering solutions that deliver our products with outstanding precision at an unprecedented scale. You'll help design and customize equipment, build manufacturing processes, refine tooling, identify suppliers, and work with key operations partners to optimize capacity and cost - without losing sight of our incredibly high standards for quality! Global Supply Manager Apple GSMs own the commercial relationship with our enclosure manufacturing partners and are responsible for cost negotiations, continuity of supply, risk management, driving operational and cost efficiencies through process or design change, as well overall project execution. GSMs sit at the intersection of Apple's business activities and engineering communities, and effectively balance the needs of both groups to ensure successful product launches. Enclosure components (such as the housing) define the look, feel and expression of Apple's globally recognized industrial and product design. GSMs work in concert with operations, manufacturing quality, and manufacturing design engineers as well as Apple's Product Design and Industrial Design teams. Together, these teams execute and scale both new and existing manufacturing processes, materials, technologies, finishes and form factors. Manufacturing Design Engineer The Apple Manufacturing Design Engineer (MDE) is accountable for leading the development and implementation of high precision mechanical manufacturing processes across Apple's worldwide supply base. In",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": true,
      "benefit_last_verified": "2026-06-13T01:18:42.546Z",
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "mid",
      "years_experience_min": 3,
      "years_experience_max": 7,
      "role_function": "design",
      "employer_industry": "Technology",
      "employer_size": "5000+",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.78f261e7ea7d190287",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a152edf8261be5637e2bbc882059f9b8",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Design Opportunities Austin, United States of America How do you build a great idea? With more great ideas - the kind of thinking that transforms the work of our industrial designers into the devices that enrich the lives of our customers. Join this team to develop manufacturing engineering solutions that deliver our products with outstanding precision at an unprecedented scale. You'll help design and customize equipment, build manufacturing processes, refine tooling, identify suppliers, and work with key operations partners to optimize capacity and cost - without losing sight of our incredibly high standards for quality! Global Supply Manager Apple GSMs own the commercial relationship with our enclosure manufacturing partners and are responsible for cost negotiations, continuity of supply, risk management, driving operational and cost efficiencies through process or design change, as well overall project execution. GSMs sit at the intersection of Apple's business activities and engineering communities, and effectively balance the needs of both groups to ensure successful product launches. Enclosure components (such as the housing) define the look, feel and expression of Apple's globally recognized industrial and product design. GSMs work in concert with operations, manufacturing quality, and manufacturing design engineers as well as Apple's Product Design and Industrial Design teams. Together, these teams execute and scale both new and existing manufacturing processes, materials, technologies, finishes and form factors. Manufacturing Design Engineer The Apple Manufacturing Design Engineer (MDE) is accountable for leading the development and implementation of high precision mechanical manufacturing processes across Apple's worldwide supply base. In",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a152edf8261be5637e2bbc882059f9b8:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.9e2d358e6123865a38",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a152edf8261be5637e2bbc882059f9b8",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Design Opportunities",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:a152edf8261be5637e2bbc882059f9b8:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.f3cbffdf6fd7fdc934",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "a152edf8261be5637e2bbc882059f9b8",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Design Opportunities",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "ba8f633c7fb0692e8905294de1b34780",
      "title": "Senior Process Engineer",
      "employer_name": "Corcept Therapeutics",
      "employer_slug": "corcept-therapeutics",
      "location_text": "Redwood City, California, United States",
      "country": "US",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": 131600,
      "salary_max": 154900,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "base",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": "year",
      "base_salary_min": 131600,
      "base_salary_max": 154900,
      "salary_disclosed": true,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-11T22:00:01.000Z",
      "apply_url": "https://www.corcept.com/careers/current-opportunities/?gh_jid=6020811004",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Senior Process Engineer Redwood City, California, United States For more than 25 years, Corcept has been singularly focused on the science of cortisol, a powerful hormone that when unregulated, can play a role in a broad range of diseases. Our commercial portfolio includes treatments for hypercortisolism and oncology, and the company has discovered more than 1,000 proprietary selective cortisol modulators and glucocorticoid receptor antagonists. With advanced clinical trials in patients with hypercortisolism, solid tumors, ALS and liver disease, Corcept is unlocking the power of cortisol modulation to help address some of the most devastating diseases patients face today. Corcept is headquartered in Redwood City, California. To learn more, visit www.corcept.com . This position, reporting to the Director of Manufacturing, will be responsible for technical oversight of clinical and commercial manufacturing operations for pharmaceutical drug products. This role will also provide support when needed for drug substance manufacturing, supply chain, and analytical development activities. Responsibilities: - Support and oversee drug product manufacturing activities at Contract Manufacturing Organizations (CMOs), including development projects and routine manufacturing operations - Provide “person-in-plant” support to oversee critical manufacturing activities at CMOs as needed - Utilize technical expertise to troubleshoot manufacturing process issues - Collaborate closely with Analytical and Quality colleagues, providing technical expertise to drive CMO investigations/deviations to successful resolution - Assist in preparing reports detailing data analysis from manufacturing studies along with prospective solutions and benefits - Review documents associated with drug product development and manufacturing, including but not limited to change controls, manufacturing batch",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 44,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 55,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "bachelors",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.cd8ee6a89c5e8ad918",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ba8f633c7fb0692e8905294de1b34780",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Senior Process Engineer Redwood City, California, United States For more than 25 years, Corcept has been singularly focused on the science of cortisol, a powerful hormone that when unregulated, can play a role in a broad range of diseases. Our commercial portfolio includes treatments for hypercortisolism and oncology, and the company has discovered more than 1,000 proprietary selective cortisol modulators and glucocorticoid receptor antagonists. With advanced clinical trials in patients with hypercortisolism, solid tumors, ALS and liver disease, Corcept is unlocking the power of cortisol modulation to help address some of the most devastating diseases patients face today. Corcept is headquartered in Redwood City, California. To learn more, visit www.corcept.com . This position, reporting to the Director of Manufacturing, will be responsible for technical oversight of clinical and commercial manufacturing operations for pharmaceutical drug products. This role will also provide support when needed for drug substance manufacturing, supply chain, and analytical development activities. Responsibilities: - Support and oversee drug product manufacturing activities at Contract Manufacturing Organizations (CMOs), including development projects and routine manufacturing operations - Provide “person-in-plant” support to oversee critical manufacturing activities at CMOs as needed - Utilize technical expertise to troubleshoot manufacturing process issues - Collaborate closely with Analytical and Quality colleagues, providing technical expertise to drive CMO investigations/deviations to successful resolution - Assist in preparing reports detailing data analysis from manufacturing studies along with prospective solutions and benefits - Review documents associated with drug product development and manufacturing, including but not limited to change controls, manufacturing batch",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:ba8f633c7fb0692e8905294de1b34780:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.9a4a41226920da7384",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "ba8f633c7fb0692e8905294de1b34780",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "description_excerpt",
          "source_value": "Senior Process Engineer Redwood City, California, United States For more than 25 years, Corcept has been singularly focused on the science of cortisol, a powerful hormone that when unregulated, can play a role in a broad range of diseases. Our commercial portfolio includes treatments for hypercortisolism and oncology, and the company has discovered more than 1,000 proprietary selective cortisol modulators and glucocorticoid receptor antagonists. With advanced clinical trials in patients with hypercortisolism, solid tumors, ALS and liver disease, Corcept is unlocking the power of cortisol modulation to help address some of the most devastating diseases patients face today. Corcept is headquartered in Redwood City, California. To learn more, visit www.corcept.com . This position, reporting to the Director of Manufacturing, will be responsible for technical oversight of clinical and commercial manufacturing operations for pharmaceutical drug products. This role will also provide support when needed for drug substance manufacturing, supply chain, and analytical development activities. Responsibilities: - Support and oversee drug product manufacturing activities at Contract Manufacturing Organizations (CMOs), including development projects and routine manufacturing operations - Provide “person-in-plant” support to oversee critical manufacturing activities at CMOs as needed - Utilize technical expertise to troubleshoot manufacturing process issues - Collaborate closely with Analytical and Quality colleagues, providing technical expertise to drive CMO investigations/deviations to successful resolution - Assist in preparing reports detailing data analysis from manufacturing studies along with prospective solutions and benefits - Review documents associated with drug product development and manufacturing, including but not limited to change controls, manufacturing batch",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "c8a30e64e78e3f8c86fc3b2cdf7fa370",
      "title": "Manufacturing Process Lead Engineer",
      "employer_name": "Celestica Inc.",
      "employer_slug": "celestica-inc",
      "location_text": "City Fort Worth | State/Province Texas | Country USA",
      "country": "US",
      "employment_type": "unknown",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "USD",
      "salary_type": "unknown",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [],
      "posted_at": "2026-06-12T10:25:24.000Z",
      "apply_url": "https://careers.celestica.com/job/Fort-Worth-Manufacturing-Process-Lead-Engineer-TX-76101/1369827633/",
      "apply_url_verified": false,
      "ats": "successfactors",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Manufacturing Process Lead Engineer City Fort Worth | State/Province Texas | Country USA Req ID: 133209 Region: Country USA State/Province: State/Province Texas City Fort Worth General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Knowledge/Skill",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": null,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 40,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "senior",
      "years_experience_min": 5,
      "years_experience_max": 9,
      "role_function": "data",
      "employer_industry": null,
      "employer_size": null,
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "none",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.03e7dd973960159cb7",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c8a30e64e78e3f8c86fc3b2cdf7fa370",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Manufacturing Process Lead Engineer City Fort Worth | State/Province Texas | Country USA Req ID: 133209 Region: Country USA State/Province: State/Province Texas City Fort Worth General Overview Functional Area: Engineering Career Stream: Process Engineering Manufacturing SAP Short Name: LEN-ENG-PRM Job Level: Level 08 IC/MGR: Individual Contributor Direct/Indirect Indicator: Indirect Summary The Lead Engineer, Manufacturing Process is responsible for designing, developing, deploying and optimizing processes for manufacturing to achieve quality cost and delivery goals for Celestica and its customers products. Detailed Description Performs tasks such as, but not limited to, the following: Design, develop, and implement new manufacturing processes to support customer products. Develop application software and tooling for a comprehensive set of complex machines and mechanical process steps within a manufacturing sector. Implement plan and lead the assessment of the capability of machines and process applications using Design of Experiments and statistical methods across the full manufacturing process, ensuring maximum utilization of critical resources, maximum throughput, minimum cost and capacity growth. Lead disciplined process for solving complex single stage or multistage product, process, component, and related problems that affect the efficient operation and/or manufacture of products through the full manufacturing process. Initiate and lead the assessment and provide feedback to product designers on suitability of designs for manufacturability. Knowledge/Skill",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c8a30e64e78e3f8c86fc3b2cdf7fa370:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.bef8430fd57c026b91",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c8a30e64e78e3f8c86fc3b2cdf7fa370",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Manufacturing Process Lead Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:c8a30e64e78e3f8c86fc3b2cdf7fa370:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.a1b3a06f5cb87ffd4e",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "c8a30e64e78e3f8c86fc3b2cdf7fa370",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Manufacturing Process Lead Engineer",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    },
    {
      "id": "d5ced6b40e81f601b21a682ac9e24c4f",
      "title": "Head of Manufacturing",
      "employer_name": "NewLimit",
      "employer_slug": "newlimit",
      "location_text": "South San Francisco",
      "country": "US",
      "employment_type": "contract",
      "remote_status": "unspecified",
      "remote_status_source": null,
      "remote_status_enriched_at": null,
      "days_in_office": null,
      "timezone_overlap_hours": 6,
      "salary_min": null,
      "salary_max": null,
      "salary_min_source": null,
      "salary_max_source": null,
      "salary_currency": "UNSPECIFIED",
      "salary_type": "total comp",
      "salary_type_source": null,
      "salary_type_enriched_at": null,
      "salary_period": null,
      "base_salary_min": null,
      "base_salary_max": null,
      "salary_disclosed": false,
      "equity_included": false,
      "equity_included_source": null,
      "equity_type": [
        "none"
      ],
      "k401_match": null,
      "match_401k_pct": null,
      "match_401k_pct_source": null,
      "k401_match_source_url": null,
      "k401_match_source_fields": [],
      "k401_contribution_source_url": null,
      "k401_contribution_source_fields": [],
      "profit_sharing": false,
      "bonus_offered": false,
      "mental_health_support": null,
      "childcare_subsidy": null,
      "fertility_family_building_benefits": null,
      "adoption_assistance_offered": null,
      "surrogacy_assistance_offered": null,
      "student_loan_repayment_offered": null,
      "learning_budget_offered": null,
      "relocation_assistance": null,
      "top_startup_sources": [
        "cbinsights_unicorn"
      ],
      "posted_at": "2026-05-05T17:45:48.000Z",
      "apply_url": "https://job-boards.greenhouse.io/newlimit/jobs/5988743004",
      "apply_url_verified": false,
      "ats": "greenhouse",
      "url_last_checked_alive": null,
      "removed_at": null,
      "description_excerpt": "Head of Manufacturing South San Francisco Company info NewLimit is a biotechnology company working to radically extend human healthspan. We're developing medicines to treat aging and age-related diseases by reprogramming the epigenome, a new therapeutic mechanism to restore regenerative potential in aged and diseased cells. We leverage functional genomics, pooled perturbation screening, and artificial intelligence systems to unravel the biology of aging and disease using experiments of unprecedented scale. Description NewLimit is recruiting a Head of Manufacturing to lead drug substance and product chemistry, manufacturing, and controls (CMC). We are creating a new class of epigenetic reprogramming medicines for aging that build upon LNP and mRNA technology. Our initial assets are progressing through the complex manufacturing cascade that these modalities entail. In this role, you will orchestrate manufacturing for some of the first reprogramming medicines to enter human trials. You will serve as the company's resident expert in manufacturing & controls, and manage a team of talented scientists & engineers to achieve your goals. As part of the role you will: - Lead manufacturing campaigns for epigenetic reprogramming medicines spanning DNA, mRNA, and lipid nanoparticle manufacturing - Own manufacturing timelines and deliverables for the world's first reprogramming medicines - Orchestrate contract manufacturing organizations, debug logistical issues, and keep timelines on track - Manage and recruit talented scientists and engineers in drug substance and drug product teams - Get in the lab and help teach, troubleshoot, and unblock projects Requirements - Ph.D. in a natural science or engineering discipline (biology, chemistry;",
      "parental_leave_weeks": null,
      "non_birth_parent_leave_weeks": null,
      "parental_leave_weeks_source": null,
      "non_birth_parent_leave_weeks_source": null,
      "parental_leave_source_url": null,
      "pto_days": 20,
      "unlimited_pto": false,
      "sabbatical_eligible": false,
      "family_friendly_score": 43,
      "benefit_verified": false,
      "benefit_last_verified": null,
      "hire_states_allowed": [],
      "state_eligibility_source": null,
      "state_eligibility_enriched_at": null,
      "llm_quality_pass_at": null,
      "seniority": "staff_plus",
      "years_experience_min": 8,
      "years_experience_max": 12,
      "role_function": "operations",
      "employer_industry": null,
      "employer_size": "51-200",
      "quality_score": 45,
      "travel_pct": null,
      "requires_shift": null,
      "shift_type": "unknown",
      "shift_type_source": null,
      "weekend_work": "unknown",
      "weekend_work_source": null,
      "relocation_assistance_source": null,
      "contractor_w2": "unknown",
      "required_timezone": null,
      "fertility_family_building_benefits_source": null,
      "mental_health_support_source": null,
      "adoption_assistance_offered_source": null,
      "childcare_subsidy_source": null,
      "learning_budget_offered_source": null,
      "surrogacy_assistance_offered_source": null,
      "cover_letter_required": null,
      "cover_letter_required_source": null,
      "assessment_required": null,
      "assessment_required_source": null,
      "application_deadline": null,
      "application_deadline_source": null,
      "visa_sponsorship": false,
      "us_citizenship_required": false,
      "security_clearance": "none",
      "education_required": "doctorate",
      "roll_up_count": null,
      "roll_up_total_locations": null,
      "explanations": [
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.description_excerpt.67b09f89d789a0139b",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d5ced6b40e81f601b21a682ac9e24c4f",
          "signal_type": "query_match",
          "display_text": "Description: \"manufacturing\"",
          "tooltip": "Description matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "description_excerpt",
          "source_value": "Head of Manufacturing South San Francisco Company info NewLimit is a biotechnology company working to radically extend human healthspan. We're developing medicines to treat aging and age-related diseases by reprogramming the epigenome, a new therapeutic mechanism to restore regenerative potential in aged and diseased cells. We leverage functional genomics, pooled perturbation screening, and artificial intelligence systems to unravel the biology of aging and disease using experiments of unprecedented scale. Description NewLimit is recruiting a Head of Manufacturing to lead drug substance and product chemistry, manufacturing, and controls (CMC). We are creating a new class of epigenetic reprogramming medicines for aging that build upon LNP and mRNA technology. Our initial assets are progressing through the complex manufacturing cascade that these modalities entail. In this role, you will orchestrate manufacturing for some of the first reprogramming medicines to enter human trials. You will serve as the company's resident expert in manufacturing & controls, and manage a team of talented scientists & engineers to achieve your goals. As part of the role you will: - Lead manufacturing campaigns for epigenetic reprogramming medicines spanning DNA, mRNA, and lipid nanoparticle manufacturing - Own manufacturing timelines and deliverables for the world's first reprogramming medicines - Orchestrate contract manufacturing organizations, debug logistical issues, and keep timelines on track - Manage and recruit talented scientists and engineers in drug substance and drug product teams - Get in the lab and help teach, troubleshoot, and unblock projects Requirements - Ph.D. in a natural science or engineering discipline (biology, chemistry;",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:d5ced6b40e81f601b21a682ac9e24c4f:description:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.ec95bf86c62e032ede",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d5ced6b40e81f601b21a682ac9e24c4f",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title matched \"manufacturing\" from your search.",
          "source_binding": "bm25_field_evidence",
          "source_field": "title",
          "source_value": "Head of Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "candidate_result.raw_match_evidence",
          "candidate_evidence_id": "ev:gq_a84c2e5e38fbe5e21ec0:d5ced6b40e81f601b21a682ac9e24c4f:title:manufacturing",
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "candidate_evidence_exists",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 90,
          "mobile_priority": 1,
          "ui": {
            "icon": "Search",
            "tone": "match",
            "href": null
          }
        },
        {
          "schema_version": "inv382.match_signal.v1",
          "signal_id": "sig.query.title.d4bca3fb107fcfe279",
          "query_id": "gq_a84c2e5e38fbe5e21ec0",
          "job_id": "d5ced6b40e81f601b21a682ac9e24c4f",
          "signal_type": "query_match",
          "display_text": "Title: \"manufacturing\"",
          "tooltip": "Title contains \"manufacturing\" from your search.",
          "source_binding": "token_match",
          "source_field": "title",
          "source_value": "Head of Manufacturing",
          "matched_input": "manufacturing",
          "derivation_source": "row_field",
          "candidate_evidence_id": null,
          "rerank_evidence_id": null,
          "taxonomy_alias_id": null,
          "oracle_verification_method": "row_field_contains",
          "counts_for_non_trivial_query": true,
          "truth_verified": true,
          "exact": true,
          "priority": 80,
          "mobile_priority": 2,
          "ui": {
            "icon": "SearchCheck",
            "tone": "match",
            "href": null
          }
        }
      ]
    }
  ],
  "total": 1,
  "page": 2,
  "per_page": 100,
  "applied_filters": {
    "q": "Modine Manufacturing"
  },
  "hidden_unknown_benefits_count": 0,
  "hidden_quality_floor_count": 0,
  "quality_floor": "default",
  "search_profile": {
    "profile_id": "inv382.d6.pg_textsearch_bge_small_rrf.v1",
    "bm25_extension": "pg_textsearch",
    "vector_model": "BAAI/bge-small-en-v1.5",
    "vector_model_version": "v1.5",
    "fusion_method": "rrf"
  },
  "explanation_context": {
    "non_trivial_query": true,
    "query_terms": [
      "modine",
      "manufacturing"
    ],
    "active_filter_keys": [],
    "visible_signal_limit": 3,
    "visible_trust_limit": 2
  },
  "event_context": null
}