Senior Staff / Principal Machine Learning Engineer - Autonomy Behaviors
Core
Lead technical development of machine learning algorithms for the next-generation ML Planner to produce vehicle driving trajectories.
Role type
Principal Machine Learning Engineer (Autonomy Behaviors)
Builds
ML Planner for autonomous vehicles
Domain
Autonomous driving, robotics
Deliverable
production ML models
Required skills
technical leadership in large-scale AI, training and deploying Deep Learning models to production, C++ or Python, algorithm design, strong mathematics
Preferred skills
imitation learning, reinforcement learning, model scaling, Foundation Models integration, Prediction and Planning for autonomous vehicles
Technologies
Deep Learning, Foundation Models
Responsibilities
Set technical direction for ML development, push frontiers of imitation/RL/model scaling, identify force-multipliers for ML development, develop methods to leverage Foundation Models, provide technical mentorship, collaborate across teams to solve autonomous driving problems
Seniority
Principal, strategy & mentorship
