Note: The job is a remote job and is open to candidates in USA. General Motors provides developer environments, cloud infrastructure, and ML/AI GPU platforms for autonomous vehicle research and development teams. The Senior AI/ML Capacity Engineer will develop capacity-planning models, build automated tools to monitor capacity and demand, and drive infrastructure and cloud optimization initiatives in partnership with engineering teams and vendors.
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
Skills
- 5+ years ofrelevant work experience
- Bachelor'sDegree in Computer scienceor related field or relevant work experience
- Proficient in coding withPython (our preferredlanguage)
- Proficient in BI platforms
- Experience with data modeling and working withSQL on large datasetssuch asBigQuery
- Good understanding of distributed systems including modern ML system architecture and design
- This means the successful candidate is expected to report toSunnyvale Technical Centeratminimumthree days per week or at the hiringmanager'sdiscretion
- Ability to sit remote in Seattle, WA until office opens
- 8+ years of relevant work experience
- Proficient in coding with Pandas and NumPy
- Proficient in Looker andBigQuery
- Good communicationskills
- Experience executing cross functional projects
- Experiencewith Git, Linux, and common Linux CLI tooling
- Experience with analyzing billing and usage data in GCP
- Experience with modern ML system architecture and design
- Experience with forecasting capacity demand
Benefits
- An incentive pay program offers payouts based on company performance, job level, and individual performance.
- Medical benefits
- Dental benefits
- Vision benefits
- 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
- Remote/hybrid work arrangement
Company Overview
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