Director, Prediction and ML Planning

Added
2 hours ago
Type
Full time
Salary
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Related skills

forecasting ai reinforcement learning imitation learning end-to-end

πŸ“‹ Description

  • Oversee ML-based Prediction and Motion Planning teams; set a unified roadmap.
  • Define roadmap for end-to-end learnt planning; explore IL and RL.
  • Lead and scale multiple ML sub-teams; promote sustainable practices.
  • Publish research in CVPR/ICCV/ECCV/NeurIPS.
  • Collaborate with Perception, Infra, and Systems to integrate into the vehicle.

🎯 Requirements

  • 5+ years leading eng teams; 3+ years in autonomous/AI leadership.
  • Sustainable scaling: balance debt, scalability, and team wellbeing.
  • ML behavior: IL and RL for decision-making; end-to-end lifecycle.
  • Unified architectures: integrate trajectory forecasting with ego-policy.
  • VLAs and multimodal AI models.
  • MS or PhD in CS/Robotics/EE with ML focus.

🎁 Benefits

  • Hybrid/in-office in Boston or Pittsburgh; or fully remote.
  • Benefits include medical, dental, vision, 401k with match.
  • Diverse, inclusive culture; team-first environment.
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