Director, Prediction and ML Planning
Core
Lead machine learning-based Prediction and Motion Planning teams to develop state-of-the-art end-to-end Large Driving Models for autonomous vehicles.
Role type
Director of Behaviors (ML Planning & Prediction)
Builds
Unified Large Driving Models performing joint prediction and planning for Level 4 autonomous vehicles
Domain
Autonomous driving / Robotics / AI
Deliverable
production ML models
Required skills
Imagination Learning, Reinforcement Learning, Unified model architectures, Vision-Language-Action models (VLAs), Team scaling, Technical roadmap definition
Preferred skills
LLM/VLM/VLA production deployment, AI/robotics research publications, Large-scale data pipeline training
Technologies
Imitation Learning, Reinforcement Learning, Vision-Language-Action models, Large Driving Models
Responsibilities
Oversee and unify ML-based Prediction and Motion Planning teams; Define technical roadmap for end-to-end learnt planning; Lead, mentor, and scale sub-teams of ML engineers and researchers; Partner with Perception, Infrastructure, and Systems Engineering for model integration.
Seniority
Director, hands-on leadership & strategy