Machine Learning Engineer, Driving Product
Core
Designing and deploying end-to-end AI driver models for Level 2 to Level 4 autonomous driving behaviors.
Role type
Senior IC machine learning engineer (autonomous driving)
Builds
Production driving models for Nissan production vehicles and Robotaxi fleets
Domain
Automotive / Autonomous Driving
Deliverable
production ML models
Required skills
deep learning model training, end-to-end model ownership, production deployment, real-world data curation, experiment analysis, reinforcement learning, transformer networks, model compression, embedded system deployment
Preferred skills
PyTorch Lightning, automotive/OEM experience, physical system deployment
Technologies
PyTorch Lightning
Responsibilities
Develop AI driver model architecture and training algorithms for L2/L3/L4; Own training model lifecycle including evaluation strategy and iteration planning; Mine and curate real-world and synthetic data for driving behaviors; Run and analyze on-road and offline experiments to drive model improvements