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Growth Marketing Manager- APAC
iHerb - United States of America - Remote / Home OfficeIndexed from Greenhouse Comp disclosed in postingposted 142 days agoWhy we showed this
Description: "meta"Remote From the posting source Marketing From the posting source - Mid From the posting source $77K-$115K From the posting sourceGrowth Marketing Manager- APAC United States of America - Remote / Home Office Job Summary: We are looking for a Growth Marketing Manager, APAC to lead paid acquisition and performance media growth across key Asia-Pacific markets. This role will be based in the United States and will focus on scaling efficient customer acquisition, improving ROAS, optimizing performance creative, and strengthening measurement across APAC. This role owns the full-funnel paid media process, combining high-level strategy with hands-on execution-including campaign setup, ad trafficking, and daily optimization across Google Ads, Meta Ads Manager, etc. Job Expectations: - Manage paid media campaigns across global and APAC-specific performance platforms, including Google Ads, Meta Ads, TikTok Ads, Apple Search Ads, LINE, Naver, Kakao, Yahoo Japan, Rakuten, and other relevant regional paid media platforms. - Optimize campaigns against business goals including new customer acquisition, revenue, ROAS, CAC, LTV, contribution margin, conversion rate, and payback period. - Develop budget allocation strategies across markets, channels, campaigns, audiences, and funnel stages based on performance, incrementality, and growth potential. - Lead performance creative testing across paid social, search, display, app, and regional media platforms. - Partner with creative teams to develop, test, and iterate performance assets, including static ads, short-form video, UGC-style creative, localized messaging, promotional creative, landing page concepts, and app install assets. - Build and manage structured testing roadmaps for audiences, bidding strategies, campaign structures, creative concepts, offers, landing pages, and platform-specific optimization tactics. - Analyze campaign performance by market, channel, audience, creative, product category, device, and customer segment
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Business Sales Advisor Sr - Mato Grosso
Goodyear TIRE & Rubber - BR Central OfficeIndexed from Workday Benefit evidence checked Jun 13, 2026posted 144 days agoWhy we showed this
Description: "meta"Apply link reachable when checkedUnspecified Sales From the posting source - Senior From the posting source Salary not disclosed Equity Inferred from posting 401(k) reportedBusiness Sales Advisor Sr - Mato Grosso BR Central Office Como Consultor Sênior de Vendas Empresariais, você será responsável por gerenciar relacionamentos estratégicos com clientes frotistas, conduzindo o ciclo completo do pneu e garantindo o alcance de metas de vendas, lucratividade e participação de mercado. O papel combina atividades de prospecção, vendas, pós-vendas e suporte técnico, com foco na identificação de oportunidades, implementação de soluções inovadoras e fortalecimento da presença da marca. O que você fará Atuar como consultor estratégico para clientes frotistas, gerenciando o ciclo completo do pneu para atingir metas de vendas, lucratividade, presença de marca e participação de mercado. Realizar prospecção, vendas e pós-vendas na região de atuação, otimizando recursos e garantindo o cumprimento dos objetivos comerciais. Identificar tendências de mercado e oportunidades, desenvolvendo e executando planos estratégicos para fortalecer o negócio e ampliar a presença nas contas. Coordenar a execução das atividades de venda direta e a atuação de revendedores em frotas, assegurando o cumprimento das metas e processos comerciais. Liderar e implementar iniciativas de suporte técnico, incluindo treinamentos, novas soluções e ferramentas de gestão, garantindo excelência no atendimento e fidelização dos clientes. Manter atualizadas as ferramentas de gestão (Field Force), incluindo planejamento, execução, mapeamento de mercado e análise de concorrência para suportar a tomada de decisões estratégicas. O que estamos procurando Graduação: Administração, Economia, Marketing, Engenharia ( Mecânica, Elétrica, Mecatrônica), Ciencias Contábeis. 4 a 5 anos de experiência ina área de Vendas, Marketing ou Equipamento Original. Inglês basico. O que vai te diferenciar Pós graduação.
- posted 144 days ago
Why we showed this
Role: semantic matchUnspecified Data From the posting source - Mid From the posting source Resolvable source Verified parental leave: 4 wksource Resolvable source Verified non-birth-parent leave: 4 wksource Salary not disclosed Equity Inferred from posting 401(k) reportedEndpoint Engineer Odenton, MD posted: Posted 30+ Days Ago
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Mechanical Subject Matter Expert, Data Center Operations
Meta - Menlo Park, CA; Lebanon, IN; Tulsa, OKIndexed from Meta Custom Benefit evidence checked Jun 7, 2026 Comp disclosed in postingposted 117 days agoWhy we showed this
Description: "meta"Employer: "meta"Unspecified Data From the posting source - Mid From the posting source $90K-$134K From the posting source Equity Inferred from posting 401(k) reportedMechanical Subject Matter Expert, Data Center Operations Menlo Park, CA; Lebanon, IN; Tulsa, OK Meta is seeking a data center Mechanical Subject Matter Expert (SME) to join our Data Center Facility Operations team. Our data centers serve as the foundation upon which our systems operate to meet the demands of our customers. The Mechanical SME will be a part of the facility operations team and will be responsible for being the mechanical system technical operations expert. You will need to have a broad understanding of mechanical system and equipment function and will be responsible for procedure-based mechanical maintenance, troubleshooting, repair, training, and project oversight. The Mechanical Subject Matter Expert will be experienced in a range of technologies such as chiller systems, evaporative cooling, DX cooling, water distribution and treatment, emergency diesel generators, fire suppression systems, and have a working knowledge of building automation systems and electrical distribution. Responsibilities: - Serve as an onsite technical resource of mechanical infrastructure systems and equipment, with an emphasis on practical field operation - Support cross-functional collaboration, including all local and global partners - Contribute to the mechanical safety program for the site - Plan, resource, author, or approve work procedures to cover mechanical troubleshooting, repair, retrofit, and maintenance activities, with an emphasis on assessing and mitigating personnel and critical systems and operational risk - Conduct or oversee hands-on troubleshooting, repair, retrofit, and maintenance of mechanical equipment - Oversee mechanical system configurations and component upgrades to ensure system integrity is maintained and that all modifications
- posted 114 days ago
Why we showed this
Role: semantic matchSnowflake Implementation Manager Denver Tech Center posted: Posted Yesterday
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Technicians
Ecolab - BHR - Manama - ManamaIndexed from Workday Benefit evidence checked Jun 7, 2026posted 144 days agoWhy we showed this
Role: semantic matchUnspecified Other - Mid From the posting source Resolvable source Verified parental leave: 6 wksource Resolvable source Verified non-birth-parent leave: 6 wksource Salary not disclosed Equity Inferred from posting 401(k) reportedTechnicians BHR - Manama - Manama posted: Posted 30+ Days Ago
- posted 193 days ago
Why we showed this
Description: "meta"Business Analyst São Paulo Are you ready to shape the future of mobile gaming? We're seeking a Business Analyst to join our User Acquisition / Marketing team at WildLife Studios. User Acquisition (UA) is about bringing players into our worlds - and doing it smarter every day. We are highly analytical growth hackers who use data, code, and creativity to find and engage the right players across global platforms like Meta, Google, and TikTok. If you're analytical, tech-driven, and excited by fast feedback loops, this is where gaming and growth collide. The right person for this position is curious by nature, very proactive, has high judgement to prioritize and solve problems, and can thrive in a fast and growing business. What you'll do - Strategic Analyses : Monitor, analyze, and optimize new user acquisition campaigns to maximize profit. - Creative Testing : Designing A/B tests and finding innovative ways to engage audiences. - Project Prioritization : Using high judgment to solve problems and drive impact in a fast-paced environment. - Cross-functional teamwork : Drive alignment with key stakeholders on user acquisition performance. What you'll need - Bachelor's degree in Engineering, Computer Science, Business, or equivalent practical experience. - Strong analytical, organizational, and communication skills. - Proficiency in programming, preferably in SQL, R or Python is a plus. Nice to have - Familiarity with the mobile gaming industry landscape. - Previous experience in user acquisition, performance marketing, banking, or consulting roles is a plus. - Familiarity with A/B testing, multivariate testing,
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Director, Engineering Analysis
Axiom Space - HoustonIndexed from Workday Benefit evidence checked Jun 7, 2026posted 144 days agoWhy we showed this
Role: semantic matchUnspecified Data From the posting source - Staff Plus From the posting source Salary not disclosed Inferred from posting 401(k) reportedDirector, Engineering Analysis Houston posted: Posted 30+ Days Ago
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Senior Sales Engineer - META Region
Axon Enterprise - JordanIndexed from Greenhouse Benefit evidence checked Jun 7, 2026posted 236 days agoWhy we showed this
Description: "meta"Title: "meta"+1
Unspecified Data From the posting source - Senior From the posting source Resolvable source Verified parental leave: 10 wksource Resolvable source Verified non-birth-parent leave: 10 wksource Salary not disclosed Equity Inferred from posting 401(k) reportedSenior Sales Engineer - META Region Jordan 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 Axon is the developer and manufacturer of conducted electrical weapons, body worn cameras, and digital evidence management solutions. By successfully applying technical solutions to age old problems in digital video capture, the Axon team has redefined public and private sector technology around the globe. We are a team of passionate and dedicated professionals who desire to disrupt our industry and protect life with our products. Axon is seeking a high-energy, results driven pre-sales sales engineer who thrives on pitching technology to leadership as well as support staff and end-users. This individual will play an instrumental role in accelerating our sales initiatives and must be a self-starter, who excels in a high-paced, evangelistic startup environment focused on Law Enforcement and the public safety space. What You'll Do Location: Jordan, travel up to 70% of time Reports to: Sr Manager, Emerging Markets Achieve mastery of all Axon technologies / products Use
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Müşteri Danışmanı - Diyarbakır
Concentrix - TUR Diyarbakir - Bagcilar Mah 1234 Sok No:1/2 BaglarIndexed from Workday Benefit evidence checked Jun 7, 2026posted 144 days agoWhy we showed this
Role: semantic matchUnspecified Other - Mid From the posting source Salary not disclosed Equity Inferred from posting 401(k) reportedMüşteri Danışmanı - Diyarbakır TUR Diyarbakir - Bagcilar Mah 1234 Sok No:1/2 Baglar posted: Posted 30+ Days Ago
- posted 115 days ago
Why we showed this
Description: "meta"Full-Stack Engineer Paris office ABOUT NABLA We are a team of entrepreneurs, clinicians and engineers committed to bringing back joy to the practice of medicine. Together with a community of clinician innovators, we've harnessed the best of machine learning science to develop Nabla: the leading AI assistant that's restoring the human connection at the heart of healthcare. By streamlining clinical documentation, Nabla is helping clinicians focus on what matters most - patient care. Today, over 100,000+ clinicians across 130+ healthcare organizations trust Nabla to support how they deliver care every day. We're at the start of an ambitious journey: Ambient listening, dictation, coding, and command capabilities are all converging into a proactive assistant that intuitively streamlines clinical and financial workflows. Backed by a recent $70M Series C, we're hiring to build the next generation of clinical AI and improve the lives of clinicians and patients everywhere. This is a great time to join us! THE BEST OF AI AT THE SERVICE OF HEALTHCARE Nabla's phenomenal traction is the result of 3 years of diligent product development. Led by former Meta AI Research engineers, our team has consistently anticipated how AI can revolutionize healthcare delivery. Our Machine Learning team continually leverages the latest advancements to unlock AI's full potential in healthcare. Yann LeCun, Meta's Chief AI Scientist and Turing award winner, is an advisor to Nabla. ENGINEERING AT NABLA Engineering at Nabla is lean, fast-moving, and deeply technical. Our teams span machine learning, native desktop applications, and platform infrastructure to deliver
- posted 114 days ago
Why we showed this
Role: semantic matchUnspecified Data From the posting source - Mid From the posting source Resolvable source Verified parental leave: 4 wksource Resolvable source Verified non-birth-parent leave: 4 wksource Salary not disclosed Equity Inferred from posting 401(k) reportedOptical Engineer San Diego, CA posted: Posted Yesterday
- posted 134 days ago
Why we showed this
Description: "meta"Data Science Intern (Marketing) São Paulo We're looking for a talented and passionate Data Science Intern to join Wildlife's Creatives team in Sao Paulo. The Creatives team at Wildlife is growing. With an audience that numbers in the hundreds of millions, our games have the power to impact countless lives. Our creatives are the first point of contact between our games and our players, and data is what tells us what works. As a Data Science Intern, you will be immersed in a data-driven environment where you'll learn how to run structured creative A/B tests, analyze performance data across our game portfolio, and translate results into actionable insights for producers and stakeholders. You'll work alongside creative producers, UA producers, and data analysts, getting hands-on experience with the full cycle of data-driven creative experimentation on platforms like Meta and Unity. The right person for this position is curious by nature, comfortable in a "take the initiative" environment, loves solving problems with data, and can thrive in a fast and growing business. What you'll do - Data Analysis: You will learn to extract and analyze creative performance data from our internal tools and Databricks, helping to identify patterns, wins, and learnings across multiple game titles. - Testing Support: You will assist in the operational execution of creative A/B tests following our structured framework (Exploration, Refinement, and OKR cycles), applying decision criteria and tracking results daily. - Reporting: You will support the production of a weekly insights newsletter and monthly readouts, helping to
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DIVERSITY & INCLUSION
Illinois Tool Works - Location not specifiedIndexed from Custom Benefit evidence checked Jun 13, 2026posted 120 days agoWhy we showed this
Description: "meta"Apply link reachable when checkedUnspecified Hr From the posting source - Mid From the posting source Salary not disclosed Equity Inferred from posting 401(k) reportedDIVERSITY & INCLUSION Diversity & Inclusion | ITW We're Better Together Learn More Find your fit! Add your skills and interests to receive job offers! Heading Learn more ROOTED IN OUR CORE VALUES ITW's long-standing commitment to diversity & inclusion (D&I) is rooted in our core values of Respect and Integrity. We strive to treat all colleagues with dignity, give everyone the opportunity to reach their full potential and create workplaces where our people are heard, valued and engaged. A sense of mutual respect and mindfulness permeates our culture-in fact, it's the key to our success. Learn more Card text STAY CONNECTED TO ITW Sign up for our Talent Community to receive updates as new opportunities become available. Join Our Talent Community Culture We're working together to build strong communities inside and outside. Link COMMITMENT AT THE HIGHEST LEVELS Our Diversity & Inclusion Council, comprised of executive leaders, ensures our D&I strategy touches every part of our business. Using our D&I Framework as a guide, leaders are given the resources to build teams that reflect the communities we serve and drive progress for the future. A sense of mutual respect and mindfulness permeates our culture-in fact, it's the key to our success. Learn more ITW DIVERSITY & INCLUSION FRAMEWORK Learn more Meta Work - Life balance Great ITW Leaders are expected to lead through ITW's Culture & Values, build diverse teams and foster inclusive workplaces. Meta Work - Life balance Creating an environment where all team members feel valued by
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Academy Systems Engineer
CyberArk - Office - USA - TXIndexed from Workday Benefit evidence checked Jun 7, 2026posted 144 days agoWhy we showed this
Role: semantic matchUnspecified Engineering From the posting source - Mid From the posting source Resolvable source Verified parental leave: 6 wksource Resolvable source Verified non-birth-parent leave: 6 wksource Salary not disclosed Inferred from posting 401(k) reportedAcademy Systems Engineer Office - USA - TX posted: Posted 30+ Days Ago
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Cybersecurity
Hewlett Packard Enterprise - Location not specifiedIndexed from Phenom Benefit evidence checked Jun 13, 2026posted 120 days agoWhy we showed this
Description: "meta"Apply link reachable when checkedHybrid - 2d office From the posting source Security From the posting source - Mid From the posting source Salary not disclosed Inferred from posting Childcare support Equity Inferred from posting 401(k) reportedCybersecurity Cybersecurity & Digital Risk Management | HPE Careers DRIVE CHANGE WITH A CYBERSECURITY CAREER AT HPE Our teams provide enterprise security and adaptive protection that fortify data confidentiality, integrity, and availability in hybrid IT and at the edge. All while keeping pace with the latest cyber threats and technology initiatives. Join us and redefine what's next for you. See open roles Card text HPE Cyber Defense Our networks are built to withstand a growing volume and variety of threats, including cyberattacks, extreme weather conditions, and unexpected demands. We regularly assess our security program through internal- and external-led penetration tests, vulnerability scans, and third-party auditing of our systems. In addition, HPE's Cyber Defense Centers provide incident response coverage and report any significant security incidents directly to the Board. Learn more Widget title goes here HPE is truly becoming a global powerhouse, with vibrant hubs in Houston, Galway, and Bangalore. This unique setup allows us to harness the strengths of a multicultural team, working seamlessly across time zones to drive innovation and growth. The mix of perspectives and experiences within our team is not just a strength; it's a cornerstone of our success. Learn more Meta card 1 United States In 2023, we opened a new Cybersecurity Defense Center in Houston to further enhance our security protection and response. Learn more Meta card 1 Ireland HPE has a legacy of more than fifty years in Ireland, going back through multiple former entities. Ireland has an incredible technology-focused economy and a highly
- posted 144 days ago
Why we showed this
Role: semantic matchUnspecified Design From the posting source - Senior From the posting source Salary not disclosed EquityLead Product Designer 25 Locations posted: Posted 30+ Days Ago
- posted 129 days ago
Why we showed this
Role: semantic matchUnspecified Hr From the posting source - Mid From the posting source Salary not disclosed Equity Inferred from posting 401(k) reportedHR Generalist Weinheim posted: Posted 16 Days Ago
- posted 115 days ago
Why we showed this
Description: "meta"Hybrid - 2d office From the posting source Engineering From the posting source - Mid From the posting source Salary not disclosedBackend engineer Paris office | Hybrid | Remote ABOUT NABLA We are a team of entrepreneurs, clinicians and engineers committed to bringing back joy to the practice of medicine. Together with a community of clinician innovators, we've harnessed the best of machine learning science to develop Nabla: the leading AI assistant that's restoring the human connection at the heart of healthcare. By streamlining clinical documentation, Nabla is helping clinicians focus on what matters most - patient care. Today, over 100,000+ clinicians across 130+ healthcare organizations trust Nabla to support how they deliver care every day. We're at the start of an ambitious journey: Ambient listening, dictation, coding, and command capabilities are all converging into a proactive assistant that intuitively streamlines clinical and financial workflows. Backed by a recent $70M Series C, we're hiring to build the next generation of clinical AI and improve the lives of clinicians and patients everywhere. This is a great time to join us! THE BEST OF AI AT THE SERVICE OF HEALTHCARE Nabla's phenomenal traction is the result of 3 years of diligent product development. Led by former Meta AI Research engineers, our team has consistently anticipated how AI can revolutionize healthcare delivery. Our Machine Learning team continually leverages the latest advancements to unlock AI's full potential in healthcare. Yann LeCun, Meta's Chief AI Scientist and Turing award winner, is an advisor to Nabla. ENGINEERING AT NABLA Engineering at Nabla is lean, fast-moving, and deeply technical. Our teams span machine learning, native desktop applications, and
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Network Engineer, Foundation & Support
Meta - Los Lunas, NM; Mesa, AZ; Temple, TX; Hillsboro, OR; Cheyenne, WY; El Paso, TX; Kuna, IDIndexed from Meta Custom Benefit evidence checked Jun 7, 2026 Comp disclosed in postingposted 120 days agoWhy we showed this
Description: "meta"Employer: "meta"Unspecified Engineering From the posting source - Mid From the posting source $162K-$227K From the posting source Equity Inferred from posting 401(k) reportedNetwork Engineer, Foundation & Support Los Lunas, NM; Mesa, AZ; Temple, TX; Hillsboro, OR; Cheyenne, WY; El Paso, TX; Kuna, ID Meta's Edge & Network Services (ENS) team is actively looking for a Network Engineer to help us tackle the unique set of challenges and opportunities we face, while contributing to our company mission of building the future of human connection and the technology that makes it possible. This global team offers the opportunity to work with the latest data center network infrastructure technologies and talented engineers solving some of the most complex problems in the industry. For this role, we are looking for a Network Engineer with solid experience in cable infrastructure and fiber connectivity solutions, including the design and build out of data center infrastructure. We are also seeking someone who can use their coding and automation experience to help improve our data center design, construction, and facility operations and processes. Reach out to us if you are ready to innovate and contribute to our mission. Responsibilities: - Support all aspects of data center construction and network deployment including new greenfield sites, collocation build outs, and retrofits - Collaborate with network engineering, data center design, and data center connectivity teams to generate network infrastructure design packages and solutions for the deployment teams - Be a subject matter expert (SME) for the physical infrastructure and design and deployment of the building management system (BMS) and controls network and other general services networks in the data center - Partner with
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Quality Engineer
Bio-Techne - San Marcos, CAIndexed from Workday Benefit evidence checked Jun 13, 2026posted 144 days agoWhy we showed this
Role: semantic matchUnspecified Data From the posting source - Mid From the posting source Salary not disclosed Equity Inferred from posting 401(k) reportedQuality Engineer San Marcos, CA posted: Posted 30+ Days Ago
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UX Researcher, Mixed Methods
Meta - Menlo Park, CA; Seattle, WA; New York, NYIndexed from Meta Custom Benefit evidence checked Jun 7, 2026 Comp disclosed in postingposted 120 days agoWhy we showed this
Description: "meta"Employer: "meta"Unspecified Engineering From the posting source - Mid From the posting source $141K-$192K From the posting source Equity Inferred from posting 401(k) reportedUX Researcher, Mixed Methods Menlo Park, CA; Seattle, WA; New York, NY Our UX Research team is designing for the broad spectrum of human needs, which requires us to understand the behaviors of the people behind them. Our researchers tackle some of the most complex challenges to gain insights into how people interact with each other and the world around them, and work collaboratively to contribute new ideas to products that impact the experiences of billions of people on a global scale. This job description represents different full-time roles across Meta. We use a variety of qualitative and quantitative methods to accomplish our goals, including surveys, focus groups, field studies, usability tests, and 1:1 interviews. We value a wide-range of perspectives and stem from many different backgrounds. We're looking for communicators who are knowledgeable about research devoted to understanding people, and interested in the relationship between technology and society. Responsibilities: - Work closely with product and business teams to identify research topics - Act as a thought leader in the domain of research, while advocating for the people who could use our products - Design and execute end-to-end custom primary research using a wide variety of methods - Design studies that address both user behavior and attitudes - Effectively manage and prioritize research plans through ambiguous and fast-changing environments, align and efficiently execute critical insights and work with a large group of stakeholders - Communicate results and illustrate suggestions in compelling ways - Work cross-functionally with design, product management, content
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Laboratory Trainee
Ecolab - ESP - Catalonia - GeronaIndexed from Workday Benefit evidence checked Jun 7, 2026posted 113 days agoWhy we showed this
Role: semantic matchUnspecified Other - Entry From the posting source Resolvable source Verified parental leave: 6 wksource Resolvable source Verified non-birth-parent leave: 6 wksource Salary not disclosed Equity Inferred from posting 401(k) reportedLaboratory Trainee ESP - Catalonia - Gerona posted: Posted Today
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Staff Applied Scientist, AI Quality & Meta Evaluation
Apple - Seattle, United States of AmericaIndexed from Apple Custom Benefit evidence checked Jun 13, 2026 Comp disclosed in postingposted 151 days agoWhy we showed this
Description: "meta"Title: "meta"Unspecified Data From the posting source - Principal From the posting source $201K-$302K From the posting source Equity Inferred from posting 401(k) reportedStaff Applied Scientist, AI Quality & Meta Evaluation Seattle, United States of America Apple Services Engineering (ASE) powers AI and LLM features across App Store, Music, Video, and more. As these systems increasingly rely on LLM Judges and automated evaluators to score model performance at scale, the trustworthiness of those evaluation signals becomes mission-critical. We believe that to build exceptional LLMs, you need exceptional mechanisms to validate the signals used to train and evaluate them. As a Principal Applied Scientist on the Human Centered AI team, you will be the technical engine behind our Data Quality Validation framework. This is a high-impact individual contributor role for a scientist who wants to architect and build - not just advise. You will own the data science methodology underpinning our data quality validation models, design the statistical frameworks that govern judge reliability, and work hands-on to close the loop between automated evaluation and human ground truth. You will be the person who answers the hardest question in our stack: "Can we trust the evaluators that are evaluating our models?" Design, develop, and iterate on the reasoning agent that serves as our adjudicator, auditing Production LLM Judge outputs for hallucination, drift, and systematic bias Develop the statistical and ML approaches that detect when Production LLM Judges diverge from ground truth, including confidence calibration, entropy-based uncertainty quantification, and out-of-distribution detection Define the algorithms that determine what gets routed for deeper review, moving the team from random sampling to principled, risk-stratified smart sampling Design the hierarchical
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