Machine Learning Engineer, AV Engineering
Core
Building critical safety behaviors for Level 2 to Level 4 autonomous driving using end-to-end AI models.
Role type
Senior/Staff Machine Learning Engineer (Autonomous Driving)
Builds
End-to-end driving models for automated vehicles
Domain
Automotive / Autonomous Driving
Deliverable
production ML models
Required skills
Deep learning model training, end-to-end model ownership (data, training, evaluation, iteration), production deployment of ML models, real-world constraint handling, safety-critical system deployment
Preferred skills
Reinforcement learning, end-to-end driving models, transformer networks, PyTorch Lightning
Technologies
PyTorch Lightning
Responsibilities
Develop AI driver model architecture and training algorithms for safety behaviors, own training model lifecycle including evaluation strategy and iteration planning, curate real-world and synthetic data for training, run and analyze on-road and offline experiments to drive improvements
Seniority
Senior/Staff, hands-on IC
