Senior Machine Learning Engineer, Driving Product
Core
Develop AI driver model architecture and training algorithms for autonomous vehicles (L2-L4), shipping production-ready systems to OEMs like Nissan.
Role type
Senior Machine Learning Engineer (Autonomous Driving)
Builds
AI driver models, production ML systems, and vehicle control loops
Domain
Autonomous driving, embodied AI, automotive
Deliverable
production ML models
Required skills
Deep learning model training, end-to-end ML lifecycle ownership, Python, modern ML frameworks, reinforcement learning, behavioural cloning, data curation, on-road/off-road experiment analysis
Preferred skills
Model compression, deploying ML to embedded systems, multi-sensor fusion (camera, radar, lidar)
Technologies
PyTorch, Python, Reinforcement Learning, Behavioural Cloning
Responsibilities
Develop AI driver model architecture and training algorithms; Own training model lifecycle including evaluation and iteration; Mine and curate real-world and synthetic data; Run and analyse on-road and offline experiments
Seniority
Senior, hands-on IC