Staff Machine Learning Engineer, Robotics
Core
Design and train robust ML models for autonomous driving that generalize across different vehicle platforms, sensors, and dynamics to enable safe deployment with major OEMs.
Role type
Staff Machine Learning Engineer (Robotics/Autonomous Driving)
Builds
Generalizable AI autonomy stack for real vehicles, including pre/post-training methods and cross-platform benchmarks.
Domain
Autonomous driving, robotics, vehicle dynamics, multi-sensor fusion
Deliverable
production ML models
Required skills
PyTorch, Python, robotics, state estimation, sensor fusion, calibration, vehicle dynamics, controls, rigorous evaluation, debugging at scale
Preferred skills
end-to-end driving policies, imitation learning, reinforcement learning, C++, embedded deployment, platform bring-up
Technologies
PyTorch, Python, C++
Responsibilities
Design and train models robust to vehicle differences; create benchmarks for cross-platform performance; root-cause on-road issues; move research to production; support customer programs; mentor teammates