RL Locomotion Engineer for Legged Robots

Logoslabs

San Francisco (CA)

On-site

USD 140,000 - 210,000

Full time

12 days ago

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Job summary

Field AI is seeking a Robotics Autonomy Engineer – Locomotion to design and deploy state-of-the-art RL-based locomotion controllers for legged and humanoid robots. You will architect scalable RL pipelines, integrate Isaac Gym/Lib, and optimize sim-to-real transfer.

You will collaborate with perception, planning, and hardware teams, refine models with real-world telemetry, and drive deployment from experiments to field testing. Strong background in RL for continuous control is essential.

Qualifications

  • Master's degree or higher in Robotics, Computer Science, Engineering, or related field (PhD a strong plus).
  • Deep expertise in reinforcement learning, especially for continuous control tasks.
  • 2+ years of experience developing and deploying locomotion policies for robotic systems.
  • Proficiency with simulation tools such as Isaac Gym, Isaac Lab, MuJoCo, or PyBullet.
  • Strong understanding of contact dynamics, control theory, and kinematics.
  • Experience with legged and/or humanoid robots (quadrupeds, bipedal systems, or exoskeletons).
  • Solid Python and/or C++ development skills in Linux-based environments.
  • Familiarity with machine learning frameworks (PyTorch, TensorFlow).

Responsibilities

  • Design RL-based locomotion control pipelines.
  • Develop and test locomotion behaviors for legged/humanoid robots.
  • Own simulation and evaluation environments using Isaac Sim and related tools.
  • Collaborate across perception, planning, and hardware teams to close learning-to-execution loop.
  • Lead deployment workflows from experiment to field robot testing.

Skills

RL for locomotion
Continuous control
Python/C++
Linux environment
PyTorch / TensorFlow

Education

Master's degree or higher in Robotics/CS/Engineering

Tools

Isaac Gym
Isaac Lab
MuJoCo
PyBullet

Job description

Field AI is seeking a Robotics Autonomy Engineer – Locomotion to design and deploy state-of-the-art RL-based locomotion controllers for legged and humanoid robots. You will architect scalable RL pipelines, integrate Isaac Gym/Lib, and optimize sim-to-real transfer.

You will collaborate with perception, planning, and hardware teams, refine models with real-world telemetry, and drive deployment from experiments to field testing. Strong background in RL for continuous control is essential.

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