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GM
General Motors
Staff Product Manager - ML Training Workflow
Career Insights for Product Manager (General)
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Scorecard
Based on Michigan data
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What they do
A Product Manager manages and coordinates all the processes involved in creating a product. Oversees work involved with product design, production, distribution, marketing and sales.
$151,130 / year median in Michigan
+10% projected growth
Job Description
Hybrid Sunnyvale, California, United States of America Mountain View, California, United States of America Warren, Michigan, United States of America Full time
Own framework to stack-rank and convert them into prioritized productrequirements. + Define product requirements for training platforms, developer tools, observability systems, workflow automation, experiment management, and performance reporting. + Drive a metrics-based approach to product decisions by defining KPIs for developer productivity, training throughput, cost efficiency, experiment success rates, and time-to-insight. + Prioritize product investmentsby balancing customer impact, engineering complexity, infrastructure cost, model quality impact, and business urgency. + Fundunglamorousreliability and platform tech debt against competing demand for visible features, and of articulatingthattradeoffto senior leaders in terms of throughput and cost beyond engineering hygiene. + Collaborate with engineering, program management, design, data platform, compute infrastructure, and finance teams to deliver high-impact capabilities on predictable timelines. + Use data, user research, workflow analysis, and internal benchmarking to inform roadmap decisions andvalidatewhether shipped capabilities improve developer experience and productivity. + Communicate product status, tradeoffs, risks, and recommendations clearly to senior leaders, technical stakeholders, and cross-functional partners. + Mentor other product managers and cross-functional partners through technical product best practices, without direct people-management responsibility. + Stay current on AI/ML platform trends, developer productivity tooling, model training infrastructure, and competitive approaches to large-scale ML operations.
You must be able to independently reason for distributed training failures, like checkpoint recovery, GPUutilizationloss, job variance, orchestration failures, and hold areasonably technicaldebate with an ML engineer. + Excellent written and verbal communication skills, including the ability to explain technical concepts, tradeoffs, and recommendations to both technical and non-technical partners. + Demonstrated ability topartner with andinfluence senior stakeholders andcross-functional teams without direct reporting authority. + Comfortoperatingin ambiguous, fast-moving technical environments and making clear tradeoffs across speed, quality, cost, reliability, and user experience. + High ownership, resilience, and curiosity, witha track recordof turning complex customer and engineering problems into practical product outcomes.
Accommodations@GM.com) us or call us at 1-800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying. We are leading the change to make our world better, safer and more equitable for all through our actions and how we behave.
The policy of General Motors is to extend opportunities to qualified applicants and employees on an equal basis regardless of an individual's age, race, color, sex, religion, national origin, disability, sexual orientation, gender identity/expression or veteran status. Additionally, General Motors is committed to being an Equal Employment Opportunity Employer and offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us at Careers.
Accommodations@GM.com .In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.
JR-202617063
- Job Description
- The Role
- At General Motors, we empower Product Managers to solve challenging customer and business problems.
- What
- You'll
- Do•+ Own productroadmapandexecution for AI/ML training workflow capabilities that improve model development speed, training reliability, experiment traceability, and developer productivity.
Own framework to stack-rank and convert them into prioritized productrequirements. + Define product requirements for training platforms, developer tools, observability systems, workflow automation, experiment management, and performance reporting. + Drive a metrics-based approach to product decisions by defining KPIs for developer productivity, training throughput, cost efficiency, experiment success rates, and time-to-insight. + Prioritize product investmentsby balancing customer impact, engineering complexity, infrastructure cost, model quality impact, and business urgency. + Fundunglamorousreliability and platform tech debt against competing demand for visible features, and of articulatingthattradeoffto senior leaders in terms of throughput and cost beyond engineering hygiene. + Collaborate with engineering, program management, design, data platform, compute infrastructure, and finance teams to deliver high-impact capabilities on predictable timelines. + Use data, user research, workflow analysis, and internal benchmarking to inform roadmap decisions andvalidatewhether shipped capabilities improve developer experience and productivity. + Communicate product status, tradeoffs, risks, and recommendations clearly to senior leaders, technical stakeholders, and cross-functional partners. + Mentor other product managers and cross-functional partners through technical product best practices, without direct people-management responsibility. + Stay current on AI/ML platform trends, developer productivity tooling, model training infrastructure, and competitive approaches to large-scale ML operations.
- Your Skills & Abilities (Required Qualifications)
- + 8+ years of product management or related technical product experience, including ownership of complex software platforms or developer-facing products.
You must be able to independently reason for distributed training failures, like checkpoint recovery, GPUutilizationloss, job variance, orchestration failures, and hold areasonably technicaldebate with an ML engineer. + Excellent written and verbal communication skills, including the ability to explain technical concepts, tradeoffs, and recommendations to both technical and non-technical partners. + Demonstrated ability topartner with andinfluence senior stakeholders andcross-functional teams without direct reporting authority. + Comfortoperatingin ambiguous, fast-moving technical environments and making clear tradeoffs across speed, quality, cost, reliability, and user experience. + High ownership, resilience, and curiosity, witha track recordof turning complex customer and engineering problems into practical product outcomes.
- What
- Will Give You a Competitive Edge (Preferred Qualifications)
- + Master's or Doctorate degree in computer science, engineering, data science, machine learning, ora relatedtechnical field.
Hybrid:
- This role is categorized as hybrid. This means the successful candidate is expected to report to the Warren Technical Center in Warren, MI or Sunnyvale, CA office three times per week, at minimum.
Compensation:
- The compensation information is a good faith estimate only.
Bonus Potential:
An incentive pay program offers payouts based on company performance, job level, and individual performance.Benefits:
- GM offers a variety of health and wellbeing benefit programs. Benefit options include medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation & holidays, tuition assistance programs, employee assistance program, GM vehicle discounts and more.
Company Vehicle:
- Upon successful completion of a motor vehicle report review, you will be eligible to participate in a company vehicle evaluation program, through which you will be assigned a General Motors vehicle to drive and evaluate.
Note:
program participants are required to purchase/lease a qualifying GM vehicle every four years unless one of a limited number of exceptions applies. \#LI-RF1 \#GM-AV-1 GM does not provide immigration-related sponsorship for this role. Do not apply for this role if you will need GM immigration sponsorship now or in the future. This includes direct company sponsorship, entry of GM as the immigration employer of record on a government form, and any work authorization requiring a written submission or other immigration support from the company (e.g., H1-B, OPT, STEM OPT, CPT, TN, J-1, etc).- About GM
- Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.
- Why Join Us
- We believe we all must make a choice every day - individually and collectively - to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team.
- Benefits Overview
- From day one, we're looking out for your well-being-at work and at home-so you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources (https://search-careers.gm.com/en/working-at-gm/total-rewards) .
- Non-Discrimination and Equal Employment Opportunities (U.S.)
- General Motors is committed to being a workplace that is not only free of unlawful discrimination, but one that genuinely fosters inclusion and belonging.
- Accommodations
- General Motors offers opportunities to all job seekers including individuals with disabilities.
Accommodations@GM.com) us or call us at 1-800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying. We are leading the change to make our world better, safer and more equitable for all through our actions and how we behave.
Learn more about:
- Our Company (https://search-careers.gm.com/en/working-at-gm/)
- Our Culture
- How we hire (https://search-careers.gm.com/en/how-we-hire/)
- Our diverse team of employees bring their collective passion for engineering, technology and design to deliver on our vision of a world with Zero Crashes, Zero Emissions and Zero Congestion.
The policy of General Motors is to extend opportunities to qualified applicants and employees on an equal basis regardless of an individual's age, race, color, sex, religion, national origin, disability, sexual orientation, gender identity/expression or veteran status. Additionally, General Motors is committed to being an Equal Employment Opportunity Employer and offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us at Careers.
Accommodations@GM.com .In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.