P
Posted 6 hours ago
Machine Learning Engineer
Path RoboticsMachine Learning Engineer
Perks & benefits
Family Medical InsurancePaid Leave
Requirements
Ph.D. or Master's in Robotics or CS, 2+ years robot learning experience, Sim-to-real transfer experience, Python and PyTorch proficiency, NVIDIA Isaac Sim or MuJoCo experience
Skills
PythonPyTorchReinforcement Learning
About the role
Responsibilities
- Build the robot-learning stack from the ground up, including training infrastructure, data pipelines, and simulation environments
- Stand up ML infrastructure for training pipelines, experiment tracking, and data versioning
- Train policies across manipulation, locomotion, and whole-body control coupling
- Deploy policies through a phased rollout strategy to build production trust
- Collaborate with mechanical, perception, and robotics engineers
Requirements
- Ph.D. or Master's degree in Robotics, Mechanical Engineering, Electrical Engineering, Computer Science, or related field
- 2+ years of hands-on robot learning experience with real hardware deployment
- Experience with sim-to-real transfer and domain randomization
- Implementation experience with diffusion-based or flow-matching action policies
- Reinforcement learning experience applied on real hardware
- Strong programming skills in Python and PyTorch
- Practical experience with NVIDIA Isaac Sim, Isaac Lab, or MuJoCo
- Comfort with debugging and iterating on physical robots
Preferred Qualifications
- Edge inference experience (TensorRT, ONNX, quantization)
- Visual self-supervised representation learning experience
- Legged-robot or whole-body control experience
- Physics-informed ML experience
- Experience building ML pipelines in a team setting
Benefits
- Daily free lunch
- Flexible PTO
- Comprehensive medical, dental, and vision coverage
- Paid parental leave
- 401(k) retirement plan
- Employee referral bonuses
About the Company
Path Robotics is building the future of embodied intelligence, creating AI-driven systems that enable robots to adapt and perform in the real world to transform industries.
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Path Robotics · Columbus
