Staff ML Validation Applied Scientist

About this role

Responsibilities

• Lead ML-centric validation strategy for deep learning components across perception, prediction, and planning
• Build AI validation critics using LLM-based agents to automate scenario review and anomaly detection
• Prototype ML research into scalable tools integrated into CI/CD pipelines
• Drive simulation-based ML evaluation at scale for realistic sensor and traffic scenarios
• Provide cross-functional collaboration and leadership across Simulation, Safety, and Systems Engineering teams