Senior AI Research Engineer

Agility Robotics Agility Robotics · Robotics · Fremont +2 · Software Engineering

Agility Robotics is seeking a Senior AI Research Engineer to develop and deploy next-generation robot foundation models and end-to-end policies on humanoid robots. The role focuses on imitation learning and reinforcement learning for locomotion, manipulation, and dynamic interactions, with a strong emphasis on transferring methods to production.

What you'd actually do

  1. Design, train, and deploy robust policies for locomotion, manipulation, and dynamic interactions with the environment.
  2. Develop core reinforcement learning infrastructure, including scalable training pipelines and evaluation frameworks.
  3. Design and implement new simulation environments and tasks to support training and deployment of control policies.
  4. Develop, design, and test imitation learning methods
  5. Collaborate with Robotics Software and AI engineering teams to develop policies which can be transferred to production

Skills

Required

  • Python
  • PyTorch
  • DiffusionPolicy
  • robot data collection, training, and testing on hardware to perform manipulation tasks
  • MS in Robotics, Computer Science, or a related field

Nice to have

  • PhD in Robotics, Computer Science, or a related field
  • Publications in top ML or robotics conferences (e.g. NeurIPS, ICML, CoRL, RSS, ICRA)
  • Mujoco, Isaac Sim
  • sim-to-real transfer techniques
  • modern reinforcement learning techniques for locomotion, manipulation, and whole-body control
  • C++

What the JD emphasized

  • learning-from-demonstration
  • robot data collection, training, and testing on hardware to perform manipulation tasks

Other signals

  • robot foundation models
  • imitation learning
  • reinforcement learning
  • real-world tasks
  • production deployment