Director, Prediction and ML Planning

Added
2 hours ago
Type
Full time
Salary
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Related skills

forecasting robotics reinforcement learning imitation learning vision-language-action models

πŸ“‹ Description

  • Strategic Leadership: Oversee Prediction and Motion Planning teams.
  • Roadmap: Build unified Large Driving Model for joint prediction.
  • Technical Direction: Lead IL/RL for end-to-end learnt planning.
  • Organizational Growth: Mentor sub-teams; promote safety and velocity.
  • Publish: Publish at CVPR, ICCV, ECCV, NeurIPS.
  • Hybrid/Remote: Hybrid in Boston/Pittsburgh; or fully remote.

🎯 Requirements

  • Proven Leadership: 5+ years leading engineering teams.
  • 3+ years managing sub-teams in autonomous systems or AI.
  • Sustainable Scaling: balance tech debt, scalability, safety.
  • ML Behavior Expertise: IL and RL for robotics decision-making.
  • Unified Architectures: joint forecasting and ego-policy; VLAs familiarity.
  • Educational Background: MS or PhD in CS/Robotics/EE with ML focus.

🎁 Benefits

  • Benefits: medical, dental, vision, 401k with match, health saving accounts, life insurance, pet insurance, and more.
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