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Staff ML Infrastructure Engineer - Embodied AI Scaling Foundations
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What they do
A Machine Learning Engineer specializes in designing, building, and deploying machine learning models. They utilize statistical and mathematical techniques, parallelizing processing, hyperparameter tuning, and other optimization methodologies to improve model performance. Responsibilities also include collecting and preprocessing large datasets, conducting exploratory data analysis, working closely with data engineers to understand data requirements, and engineer input variables for machine learning models.
$168,439 / year median in California
Job Description
JR-202605220
- Job Description
- At General Motors, our product teams are redefining mobility.
Role:
- Are you passionate about accelerating the future of autonomous driving?
- What you'll do:
- + Lead the design, implementation, and deployment of scalable platforms and tools that drive machine learning model training and evaluation workflows across GM.
- Your Skills & Abilities (Required Qualifications)
- + 5+ years of experience building large-scale distributed systems, applications, or advanced ML systems‑scale distributed systems, applications, or advanced ML systems + Proventrack recordof designing robust frameworks with high-quality, durable APIs.
- Exceptional candidates may also have
- + Experience with distributed training methodologies + Experience scaling ML training across large GPU/CPU clusters or other accelerators + Familiarity with deep learning frameworks (e.
Remote/Hybrid:
- This role is categorized as fully remote or hybrid.
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.
Relocation:
- This job may be eligible for relocation benefits.
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. \#GM-AV-1 \#LI-CX1 This role is based remotely, but if the selected candidate lives within a specific mile radius of a GM hub, they will be expected to report to the location three times a week {or other frequency dictated by your manager}.This job may be eligible for relocation benefits.- 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.
Benefits
- Paid Time Off (PTO)
- Financial Aid/Assistance
- Other Retirement and Savings
- Health and Wellness Programs