Note: The job is a remote job and is open to candidates in USA. General Motors is redefining mobility through innovative vehicle design and technology. They are seeking a Staff ML Engineer to develop and deploy machine learning solutions for autonomous vehicles, focusing on evaluation tools that enhance model performance and safety.
Responsibilities
- Build and refine high-quality evaluation signal and introspection tools to shorten the experiment path toward optimal models
- Develop and maintain visualization tools and metrics presentation within our core model evaluation loop
- Enable ML teams to introspect model behavior and drive actionable, data-driven decisions with minimal manual intervention
- Provide technical leadership through design and code reviews, establish evaluation tooling best practices, and collaborate closely with Data (Consumption/Mining/Quality), Infra Foundations, and Simulation/On-Road Validation teams to align offline evaluation with real-world vehicle behavior
- Work closely with modeling and data scaling teams building our Compound AI driving models to design and implement large-scale evaluation workflows—utilizing model-based metrics, end-to-end simulation, and tooling that connects evaluation signals back to data selection, training, and launch decisions
- Drive a cohesive evaluation flywheel: better signal → better data and training decisions → better models → better signal
Skills
- Familiarity and experience with key technologies across the stack: Frontend: React/TypeScript, WebGL/WebGPU (for 3D sensor visualization), Streamlit, Jupyter Notebooks; Backend: Python, Node.js, high-throughput data streaming; Data/Infra: Spark (for stream processing), BigQuery, Kubernetes
- Experience shipping production software and iterating quickly in a 'startup within an enterprise' environment
- Strong communication skills and the ability to collaborate effectively with cross-functional engineering partners
- Bachelor's, Master's, or PhD in Computer Science, a related technical field, or equivalent practical experience
- Previous experience in Robotics or Autonomous Driving
Benefits
- Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance.
- 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 job may be eligible for relocation benefits.
Company Overview
Company H1B Sponsorship