Note: The job is a remote job and is open to candidates in USA. General Motors develops vehicles and intelligent software, including machine learning solutions for safe and reliable autonomous vehicle behavior. The Staff ML Engineer will build large-scale evaluation and introspection tools, visualization systems, and workflows that measure autonomous vehicle model performance and support data-driven modeling, training, and launch decisions.
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.
- 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
- This job may be eligible for relocation benefits.
- This role is categorized as fully remote or hybrid.
Company Overview
Company H1B Sponsorship