Senior AV Systems Engineer: AI Evaluation & Metrics

General Motors LLC; Sunnyvale (CA); On-site; USD 153,000 - 234,000; Full time

Benefits offered by this job

Health and wellbeing benefits

Retirement savings plan

GM vehicle discounts

Tuition assistance programs

Job summary

General Motors LLC in Sunnyvale, CA seeks a skilled engineer to define and implement an AV evaluation process for the end-to-end ML stack. You will build infrastructure to assess AV performance from ELT tooling, gather metrics, and drive automated triage for AV deficiencies.

You will communicate insights to AV developers and executives while aligning with safety standards. The role requires strong Python/SQL, AI tooling experience, and a track record in end-to-end systems engineering within

Qualifications

• Strong Python and SQL programming.
• Strong skills in high quality SW Development using AI tools.
• Prior knowledge and implementation of ELT pipelines for product quality analysis.
• Experience with GitHub and Jira or equivalent tools.

Responsibilities

• Define an AV evaluation process spanning from conception through implementation for the end-to-end ML stack release.
• Provide hands-on implementation of infrastructure to assess AV performance from ELT tooling, simulation and on-road data.
• Proactively scope metrics to improve evaluation workflows and devise implementation paths.
• Contribute to automated triage strategies for AV deficiencies in an End-to-End stack and present findings to stakeholders.
• Articulate insights and recommendations to AV developers and executives based on continuous AV performance analysis.
• Define and maintain scalable processes to monitor evaluation KPIs and link with safety case and standards.

Skills

Python

SQL

AI tooling

Education

BS/MS/PhD in Engineering

Tools

GitHub

Jira

Job description

General Motors LLC in Sunnyvale, CA seeks a skilled engineer to define and implement an AV evaluation process for the end-to-end ML stack. You will build infrastructure to assess AV performance from ELT tooling, gather metrics, and drive automated triage for AV deficiencies.

You will communicate insights to AV developers and executives while aligning with safety standards. The role requires strong Python/SQL, AI tooling experience, and a track record in end-to-end systems engineering within