Agility Robotics

AI Engineer III

Agility Robotics

full-time

Posted on:

Location: Oregon • 🇺🇸 United States

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Job Level

Mid-LevelSenior

Tech Stack

PythonPyTorch

About the role

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

Requirements

  • 3+ years of experience developing and deploying learning-from-demonstration
  • Strong programming skills in Python, with proficiency in deep learning frameworks such as PyTorch.
  • Experience with modern learning-from-demonstration tools like DiffusionPolicy
  • Experience with robot data collection, training, and testing on hardware to perform manipulation tasks.
  • Ability to work collaboratively in a fast-paced environment to deliver safe, high-quality software.
  • Bonus Qualifications: Advanced degree (MS or PhD) in Robotics, Computer Science, or a related field.
  • Bonus Qualifications: Publications in top ML or robotics conferences (e.g. NeurIPS, ICML, CoRL, RSS, ICRA).
  • Bonus Qualifications: Familiarity with robot simulation environments (e.g. Mujoco, Isaac Sim) and sim-to-real transfer techniques.
  • Bonus Qualifications: Experience with modern reinforcement learning techniques for locomotion, manipulation, and whole-body control
  • Bonus Qualifications: Experience with writing performant, high quality software in C++
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