Machine Learning Engineering TL, Behavior Planning
Core
Design and deploy large-scale ML models for onboard planning and offboard simulation to enable human-like fluidity and superhuman safety in autonomous vehicles.
Role type
Senior IC Machine Learning Engineering Technical Lead (Behavior Planning)
Builds
Onboard planning models, offboard foundation models for simulation, and critic models for behavior evaluation.
Domain
Autonomous driving / Robotics / Reinforcement Learning
Deliverable
production ML models
Required skills
Imitation Learning, Reinforcement Learning, large-scale distributed training, Python, PyTorch, Transformers, Diffusion Models
Preferred skills
Generative models, neural simulators, top-tier ML conference publications, production system deployment, team leadership
Technologies
PyTorch, Transformers, Diffusion Models
Responsibilities
Define architecture for onboard planning models; build next-generation simulation engine with offboard foundation models; develop offboard critic models for behavior evaluation; bridge research and production deployment; mentor engineers and shape long-term ML roadmap
Seniority
Senior, hands-on IC with leadership responsibilities
