Technical Lead - Prediction and Planning
Core
Lead technical roadmap and architecture for ML algorithms generating driving trajectories for autonomous vehicles and road users.
Role type
Senior IC machine-learning engineering lead (autonomous driving)
Builds
Scalable software and infrastructure foundations for behavior machine learning development
Domain
Autonomous driving, robotics, transportation
Deliverable
production ML models
Required skills
Technical leadership, system architecture, deep learning model development, production ML software shipping, model optimization, input pipelines, evaluation, Python, C++
Preferred skills
Peer-reviewed ML research, driver assistance systems experience, system-in-the-loop model performance evaluation
Technologies
Python, C++, deep learning frameworks
Responsibilities
Drive architecture reviews, mentor engineers, collaborate with perception and planning teams, shape engineering best practices
Seniority
Senior, hands-on IC with leadership responsibilities
