active · Approximate location
Manager, RL Algorithms & Decoder
full timeFoster City, CA
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AT A GLANCE
TechnologyManager level3+ years experienceFull Time
Required
- 3+ years experience
- People Leadership
The Onboard Behavior Model Architecture team is responsible for developing deep learning models that leverage data and compute at large scale to train driving models. We learn and predict behaviors from large scale expert data and large scale reinforcement learning to produce a M
About the role
The Onboard Behavior Model Architecture team is responsible for developing deep learning models that leverage data and compute at large scale to train driving models. We learn and predict behaviors from large scale expert data and large scale reinforcement learning to produce a ML driver that is safe, comfortable, and completes the mission. In this role, you will collaborate closely with the Onboard Perception, Cost Planner, Simulation, Validation, Data Science, Systems Engineering, QA, and ML Infra teams.
Requirements
- Expertise with Reinforcement Learning and Machine Learning for at least one of these areas: Planning, LLMs, VLAs/VLMs, recommendation systems.
- Extensive experience with programming and algorithm design, strong mathematics skills.
- MS or PhD degree in computer science or related field.
- 5+ years of experience with production Machine Learning pipelines, with at least 3 years in a leadership or management role.
- Conference or Journal publications in Machine Learning or Robotics related venues.
- Prior experience working with autonomous vehicles or robotics, diffusion models, large scale training.
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