Prediction and Planning - Technical Lead
Core
Lead technical direction and system architecture for ML-first behavior prediction and planning modules that generate driving trajectories for autonomous vehicles and road users.
Role type
Senior Technical Lead, ML-first behavior prediction and planning
Builds
Scalable software and infrastructure foundations for behavior ML development, driving trajectories for autonomous vehicles
Domain
Autonomous driving, physical AI, robotics
Deliverable
production ML models
Required skills
Technical leadership, system architecture, deep learning model development, Python, C++, production software delivery, cross-functional collaboration
Preferred skills
Peer-reviewed research in ML conferences, driver assistance systems experience, system-in-the-loop evaluation
Technologies
Python, C++, deep learning frameworks
Responsibilities
Lead technical roadmap and system architecture for ML algorithms generating driving trajectories; Drive architecture reviews and leverage existing products to build scalable foundations; Mentor engineers and collaborate with perception, planning, and research teams on state-of-the-art models