Applied ML/AI Manager - Behavior Validation
Core
Lead a team building and operating behavior critics and human benchmarking capabilities for ML-driven autonomous vehicle autonomy systems.
Role type
Senior Applied ML/AI Manager (Behavior Validation)
Builds
Offboard ML models for behavioral inference and scalable evaluation frameworks for AV safety and comfort.
Domain
Autonomous Vehicles / Machine Learning / Simulation
Deliverable
production ML models
Required skills
Python, PyTorch, ML pipeline deployment, team leadership, strategic roadmap architecture
Preferred skills
Autonomous driving domain expertise, foundation model training, simulation-based validation
Technologies
PyTorch, Python
Responsibilities
Lead cross-functional team for behavior evaluation; Design and operate offboard ML models; Architect technical roadmaps for ML priorities; Partner with autonomy and safety teams to integrate models into validation pipelines.
Seniority
Senior, hands-on IC with people management
