Senior Software Engineer - ML Tooling and Evaluation

General Motors is developing autonomous vehicle technologies through its Embodied AI and Scaling Foundations teams. The Senior Software Engineer will build evaluation, introspection, visualization, and metrics tools for AV models, collaborate across data and infrastructure teams, and connect offline evaluation with real-world behavior and model development decisions.

Responsibilities:

• Build and improve high-quality evaluation signal and introspection tools that help shorten the experimental path towards the best model
• Develop and maintain visualization and metrics presentation within our model evaluation loop
• Help teams introspect model behavior and reach actionable next steps with fewer manual steps
• Participate in design and code reviews and work with Data, Infra, and validation teams to connect offline evaluation with real-world behavior

Requirements:

• 3+ years of relevant industry experience
• Familiarity and experience with at least some of the following key technologies:
• Backend: Python, node.js, high-throughput data streaming
• Frontend: React/TypeScript, WebGL/WebGPU (for 3D sensor visualization), Streamlit, Jupyter notebooks
• Data/Infra: Spark for stream processing, BigQuery, Kubernetes
• Strong communication skills and ability to collaborate effectively across engineering partners
• Bachelor's degree in Computer Science or related field or equivalent experience
• Previous experience in Robotics or Autonomous Driving
• 5+ years of relevant industry experience
• Master's or PhD degree in Computer Science or related field or equivalent experience
• Experience shipping production software and iterating quickly in a "startup within an enterprise" environment