AI Summary
GM is seeking a Senior Capacity and Performance Engineer to join the AV Capacity and Performance Engineering team. The successful candidate will develop and refine technical models for capacity planning, design and build automated analytical tools, and partner with AI/ML engineering teams.
Key Highlights
Develop and refine technical models for capacity planning
Design and build automated analytical tools
Partner with AI/ML engineering teams
Technical Skills Required
Benefits & Perks
Salary: $175,000 - $225,000
Bonus potential
Health and wellbeing benefits
Flexible spending accounts
Retirement savings plan
Paid vacation and holidays
Tuition assistance programs
Employee assistance program
GM vehicle discounts
Job Description
Job Description
This role is categorized as hybrid. This means the successful candidate is expected to report to the office in Sunnyvale a minimum of 3 days per week.
About The Role
GM is looking for a Senior Capacity and Performance Engineer to join the AV Capacity and Performance Engineering team to support our critical efforts in developing autonomous vehicles. The mission of the AVCPE team is to provide input into large scale ML infrastructure strategy, advise on key decisions affecting our cloud budget, identify and execute optimization projects, and provide capacity planning and performance engineering expertise to support GM's efforts in developing autonomous vehicles (AV).
What You'll Be Doing (Responsibilities)
- Develop and refine technical models for capacity planning for GM's AV infrastructure
- Design and build automated analytical tools for monitoring capacity and demand signals
- Partner with AI/ML engineering, infrastructure engineering, and cloud vendors to proactively identify and drive optimization projects to increase engineering and cost efficiencies
- Design and execute performance benchmarks to measure capacity limits of our systems from ML training platforms to inference services to infrastructure components
- 3+ years or relevant work experience.
- Bachelors Degree in Computer science or related field or relevant work experience
- Proficient in coding with modern languages
- Proficient in BI platforms
- Experience with data modeling and working with SQL on large datasets
- Experience with performance testing, monitoring, and analysis tools
- Good understanding of distributed systems including modern ML system architecture and design
What Will Give You A Competitive Edge (Preferred Qualifications)
- 5+ years of relevant work experience
- Proficient in coding with Python (our preferred language)
- Prior experience with modern ML system architecture and design
- Proficient in Looker and BigQuery
- Prior performance testing experience in benchmarking ML workloads in large GPU (200+) environments
- Prior experience with analyzing billing and usage data in Google Cloud Platform, Azure, or AWS
The salary range for this role: is $175,000 to $225,000. The actual base salary a successful candidate will be offered within this range will vary based on factors relevant to the position.
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.
This role is categorized as hybrid. This means the selected candidate is expected to report to a specific location at least 3 times a week {or other frequency dictated by their 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 .
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. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.
All employment decisions are made on a non-discriminatory basis without regard to sex, race, color, national origin, citizenship status, religion, age, disability, pregnancy or maternity status, sexual orientation, gender identity, status as a veteran or protected veteran, or any other similarly protected status in accordance with federal, state and local laws.
We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required, where applicable, to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more, visit How we Hire .
Accommodations
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