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Handshake Handshake was founded on a simple belief that everyone deserves a path to a great career, regardless of where they went to school or who they know. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue The Role Handshake is hiring a Senior People Systems Partner to be our hands-on Workday builder. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. 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Frontier AI labs currently improve model capabilities with various data-intensive post-training techniques. We believe that data spend for AI training will increase by 3-5x in the next few years and continue for much longer as models take on new domains. Handshake AI supports all of the frontier AI labs, working on their most complex data at the largest scale. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About the Role Handshake is seeking a Senior Security Engineer to own the architecture, design, and implementation of our enterprise identity automation and governance ecosystem. You'll define the long-term IAM automation strategy, build resilient and scalable lifecycle workflows, and enable secure-by-default identity operations across SaaS, cloud, and internal platforms. You'll partner closely with Security, IT Engineering, People Operations, and Product/Platform Engineering to deliver highly automated, auditable, and reliable identity solutions. In this", "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": "data", "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": "none", "roll_up_count": null, "roll_up_total_locations": null, "explanations": [ { "schema_version": "inv382.match_signal.v1", "signal_id": "sig.query.description_excerpt.c0ce42ac839f4ea2c4", "query_id": "gq_8695259b84a4d3521ca9", "job_id": "22fc4bf08298d85e006be15338c13a9c", "signal_type": "query_match", "display_text": "Description: \"handshake\"", "tooltip": "Description matched \"handshake\" from your search.", "source_binding": "bm25_field_evidence", "source_field": "description_excerpt", "source_value": "Senior Security Engineer, IAM San Francisco, CA, San Francisco, California, United States About Handshake Handshake was founded on a simple belief that everyone deserves a path to a great career, regardless of where they went to school or who they know. Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world's top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About the Role We're looking for a Senior IT Support Analyst who thrives in fast-paced, high-growth environments. 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Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We've grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. 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This is not a traditional job. You'll draw on your hands-on experience with scientific visualization, fluid dynamics simulation, or large dataset analysis to evaluate AI-generated content and provide feedback that helps AI better understand computational science tasks and HPC workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. 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This is not a traditional job. You'll draw on your hands-on experience with scientific visualization, fluid dynamics simulation, or large dataset analysis to evaluate AI-generated content and provide feedback that helps AI better understand computational science tasks and HPC workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced ParaView user who has worked in or around roles like: - Geophysicists - Computational Fluid Dynamics Engineer or Research Scientist - Aerospace Engineer or Applied Mathematician - HPC Specialist or Computational Scientist You should have solid experience with one or more of the following: - Scientific visualization, CFD post-processing, or large dataset analysis using ParaView - Fluid dynamics simulation, VTK workflows, or HPC data pipelines - Annotating or labeling simulation outputs and scientific datasets - Reviewing visualization results for accuracy, performance, or scientific consistency What You'll Do You'll use your experience with ParaView to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world CFD and scientific visualization workflows. No prior AI or technical experience is required. 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This is not a traditional job. You'll draw on your hands-on experience with video editing, color correction, or advanced post-production to evaluate AI-generated content and provide feedback that helps AI better understand video tasks and editing workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. 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This is not a traditional job. You'll draw on your hands-on experience with parametric 3D building modeling, IFC data management, or BIM coordination to evaluate AI-generated content and provide feedback that helps AI better understand computational design tasks and AEC workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced FreeCAD BIM/IFC user who has worked in or around roles like: - Computational Designer or BIM Coordinator - Structural Engineer or Revit Specialist - BIM Facilitator or Digital Delivery Manager You should have solid experience with one or more of the following: - Parametric 3D building modeling or IFC data management using FreeCAD BIM/IFC - BIM coordination, building data workflows, or ArchiCAD and Revit workflows - Annotating or labeling BIM models and AEC data assets - Reviewing parametric models for accuracy, data integrity, or design consistency What You'll Do You'll use your experience with FreeCAD BIM/IFC to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world computational design and BIM coordination workflows. No prior AI or technical experience is required. 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This is not a traditional job. You'll draw on your hands-on experience with digital art creation, graphic design, or image compositing to evaluate AI-generated content and provide feedback that helps AI better understand visual tasks and 2D art workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced GIMP user who has worked in or around roles like: - Digital Artist or Graphic Designer - Visual Communications Specialist or Print Production Artist - Photo Editor or Web Designer You should have solid experience with one or more of the following: - Digital art creation, graphic design, or image compositing using GIMP - Designing assets for print, web, or multimedia production - Annotating or labeling digital image and graphic assets - Reviewing digital artwork for quality, accuracy, or visual consistency What You'll Do You'll use your experience with GIMP to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world digital art creation and graphic design workflows. No prior AI or technical experience is required. Qualifications We're looking for people who have: - At least 3+ years of hands-on experience with GIMP, whether through professional work or freelance projects - A working knowledge of 2D art creation, graphic design", "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": 51, "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": 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": "w2", "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.e0d17dee7355577c5c", "query_id": "gq_8695259b84a4d3521ca9", "job_id": "8b2796b2c5dec3f50d35f73c9d1d6914", "signal_type": "query_match", "display_text": "Description: \"handshake\"", "tooltip": "Description matched \"handshake\" from your search.", "source_binding": "bm25_field_evidence", "source_field": "description_excerpt", "source_value": "GIMP Specialist - AI Trainer Remote (USA), Remote, United States Opportunity Overview Handshake is looking for skilled GIMP users to support AI research through flexible, hourly contract work. This is not a traditional job. You'll draw on your hands-on experience with digital art creation, graphic design, or image compositing to evaluate AI-generated content and provide feedback that helps AI better understand visual tasks and 2D art workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced GIMP user who has worked in or around roles like: - Digital Artist or Graphic Designer - Visual Communications Specialist or Print Production Artist - Photo Editor or Web Designer You should have solid experience with one or more of the following: - Digital art creation, graphic design, or image compositing using GIMP - Designing assets for print, web, or multimedia production - Annotating or labeling digital image and graphic assets - Reviewing digital artwork for quality, accuracy, or visual consistency What You'll Do You'll use your experience with GIMP to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world digital art creation and graphic design workflows. No prior AI or technical experience is required. 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This is not a traditional job. You'll draw on your hands-on experience with pixel art, sprite creation, or 2D game asset design to evaluate AI-generated content and provide feedback that helps AI better understand visual tasks and game art workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced LibreSprite, Defold, and/or Solar2D user who has worked in or around roles like: - Pixel Artist or Game Artist - Indie Game Developer - 2D Animator or Game Asset Designer You should have solid experience with one or more of the following: - Sprite creation, pixel art, or 2D game asset design using LibreSprite, Defold, and/or Solar2D - Annotating or labeling game art assets - Creating game assets following style guides or project briefs - Reviewing game art for quality, accuracy, or stylistic consistency What You'll Do You'll use your experience with LibreSprite, Defold, and/or Solar2D to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world pixel art and game asset workflows. No prior AI or technical experience is required. Qualifications We're looking for people who have: - At least 1 year of hands-on experience with LibreSprite, Defold, and/or Solar2D , whether", "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": 51, "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": "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": "w2", "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.290a2f8b02b379c3b5", "query_id": "gq_8695259b84a4d3521ca9", "job_id": "8fd2892e8eb6ab4f4625a64f8ec1eb18", "signal_type": "query_match", "display_text": "Description: \"handshake\"", "tooltip": "Description matched \"handshake\" from your search.", "source_binding": "bm25_field_evidence", "source_field": "description_excerpt", "source_value": "Indie Game Developer - AI Trainer Remote (USA), Remote, United States Opportunity Overview Handshake is looking for skilled LibreSprite , Defold , and/or Solar2D users to support AI research through flexible, hourly contract work. This is not a traditional job. You'll draw on your hands-on experience with pixel art, sprite creation, or 2D game asset design to evaluate AI-generated content and provide feedback that helps AI better understand visual tasks and game art workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced LibreSprite, Defold, and/or Solar2D user who has worked in or around roles like: - Pixel Artist or Game Artist - Indie Game Developer - 2D Animator or Game Asset Designer You should have solid experience with one or more of the following: - Sprite creation, pixel art, or 2D game asset design using LibreSprite, Defold, and/or Solar2D - Annotating or labeling game art assets - Creating game assets following style guides or project briefs - Reviewing game art for quality, accuracy, or stylistic consistency What You'll Do You'll use your experience with LibreSprite, Defold, and/or Solar2D to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world pixel art and game asset workflows. No prior AI or technical experience is required. 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This is not a traditional job. You'll draw on your hands-on experience with geographic information systems, spatial data analysis, or environmental mapping to evaluate AI-generated content and provide feedback that helps AI better understand GIS tasks and spatial data workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced QGIS user who has worked in or around roles like: - Spatial Data Scientist or GIS Analyst - Environmental Scientist or Conservation Ecologist - Urban Planner or Environmental Analyst You should have solid experience with one or more of the following: - Spatial analysis, environmental mapping, or geospatial data workflows using QGIS or ArcGIS - Remote sensing, urban planning data, or conservation mapping workflows - Annotating or labeling spatial datasets and geographic assets - Reviewing maps and spatial outputs for accuracy, data integrity, or scientific consistency What You'll Do You'll use your experience with QGIS to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world GIS and spatial data workflows. No prior AI or technical experience is required. Qualifications We're looking for people who have: - At least 1 year of hands-on experience with QGIS , whether through professional work or freelance projects - A working knowledge", "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": 51, "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": 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": "w2", "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.25189cf2b580ecdc13", "query_id": "gq_8695259b84a4d3521ca9", "job_id": "91dda356593887c87f0e18491d5aa86c", "signal_type": "query_match", "display_text": "Description: \"handshake\"", "tooltip": "Description matched \"handshake\" from your search.", "source_binding": "bm25_field_evidence", "source_field": "description_excerpt", "source_value": "Spatial Data Analyst - AI Trainer Remote (USA), Remote, United States Opportunity Overview Handshake is looking for skilled QGIS users to support AI research through flexible, hourly contract work. This is not a traditional job. You'll draw on your hands-on experience with geographic information systems, spatial data analysis, or environmental mapping to evaluate AI-generated content and provide feedback that helps AI better understand GIS tasks and spatial data workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced QGIS user who has worked in or around roles like: - Spatial Data Scientist or GIS Analyst - Environmental Scientist or Conservation Ecologist - Urban Planner or Environmental Analyst You should have solid experience with one or more of the following: - Spatial analysis, environmental mapping, or geospatial data workflows using QGIS or ArcGIS - Remote sensing, urban planning data, or conservation mapping workflows - Annotating or labeling spatial datasets and geographic assets - Reviewing maps and spatial outputs for accuracy, data integrity, or scientific consistency What You'll Do You'll use your experience with QGIS to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world GIS and spatial data workflows. No prior AI or technical experience is required. 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This is not a traditional job. You'll draw on your hands-on experience with geometric constraint modeling, mechanism design, or parametric 3D CAD to evaluate AI-generated content and provide feedback that helps AI better understand mechanical design tasks and engineering workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. 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This is not a traditional job. You'll draw on your hands-on experience with geometric constraint modeling, mechanism design, or parametric 3D CAD to evaluate AI-generated content and provide feedback that helps AI better understand mechanical design tasks and engineering workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. 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This is not a traditional job. You'll draw on your hands-on experience with analog circuit simulation, SPICE modeling, or mixed-signal analysis to evaluate AI-generated content and provide feedback that helps AI better understand circuit design tasks and electronics workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced Ngspice user who has worked in or around roles like: - Analog IC Designer or Power Electronics Engineer - RF Engineer or Audio Electronics Designer - PCB Designer or Circuit Design Engineer You should have solid experience with one or more of the following: - Analog circuit simulation or SPICE modeling using Ngspice or Qucs-S - Mixed-signal analysis, digital circuit design, or signal integrity workflows - Annotating or labeling circuit schematics and simulation outputs - Reviewing simulation results for accuracy, performance, or design consistency What You'll Do You'll use your experience with Ngspice to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world analog circuit design and simulation workflows. No prior AI or technical experience is required. 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This is not a traditional job. You'll draw on your hands-on experience with analog circuit simulation, SPICE modeling, or mixed-signal analysis to evaluate AI-generated content and provide feedback that helps AI better understand circuit design tasks and electronics workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. 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This is not a traditional job. You'll draw on your hands-on experience with NURBS-based 3D modeling, product design, or complex freeform geometry to evaluate AI-generated content and provide feedback that helps AI better understand 3D modeling tasks and industrial design workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. 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This is not a traditional job. You'll draw on your hands-on experience with digital art creation, graphic design, or image compositing to evaluate AI-generated content and provide feedback that helps AI better understand visual tasks and 2D art workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. Who This Is For This is a good fit if you're an experienced GIMP user who has worked in or around roles like: - Digital Artist or Graphic Designer - Visual Communications Specialist or Print Production Artist - Photo Editor or Web Designer You should have solid experience with one or more of the following: - Digital art creation, graphic design, or image compositing using GIMP - Designing assets for print, web, or multimedia production - Annotating or labeling digital image and graphic assets - Reviewing digital artwork for quality, accuracy, or visual consistency What You'll Do You'll use your experience with GIMP to create tool-related questions and review AI-generated responses for accuracy and relevance to real-world digital art creation and graphic design workflows. No prior AI or technical experience is required. 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This is not a traditional job. You'll draw on your hands-on experience with medical image analysis, CT/MRI segmentation, or surgical planning to evaluate AI-generated content and provide feedback that helps AI better understand medical imaging tasks and clinical research workflows. This is an ongoing, project-based opportunity you can take on alongside anything else you have going on. 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