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forecasting robotics reinforcement learning imitation learning vision-language-action modelsπ 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.
π― 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.
π Benefits
- Benefits: medical, dental, vision, 401k with match, health saving accounts, life insurance, pet insurance, and more.
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