Path Robotics
Machine Learning Engineer, Robot Learning
Columbus, Ohio +1 · Full-time · Posted Aug 12, 2025
- Location
- Columbus, Ohio
Columbus, Ohio, United States - Education
- Ph.D. or Master’s degree in Robotics, Mechanical Engineering, Electrical Engineering, Computer Science, or a related field.
About the job
Develop and deploy learning-based models and algorithms for manipulation, control, and planning on industrial robots.
What you'll do
- Develop behavioral cloning, reinforcement learning, diffusion, and vision-language-action models for robotic tasks.
- Use multimodal data and build learning-based control and object manipulation methods for industrial robotic cells.
- Support the solution lifecycle, including data collection, fleet learning, continuous learning, and integration with hardware and software teams.
What they ask for
- Ph.D. or Master’s degree in Robotics, Mechanical Engineering, Electrical Engineering, Computer Science, or a related field.
- Experience with machine learning applied to robot manipulation and building and deploying models in real-world applications.
- Experience with pose estimation, segmentation, active perception, and affordance-based bin picking.
- Strong programming skills in C++ or Python; proven deployment of scalable solutions for autonomous robotic systems.
Nice to have
- Experience with robotic simulation tools such as Isaac Sim or MuJoCo.
- Track record publishing at top conferences such as NeurIPS, ICLR, ICML, CoRL, or RLC.
Tools
C++, Python, Isaac Sim, MuJoCo
AI focus
Build and deploy behavioral cloning, reinforcement learning, diffusion, and vision-language-action models for industrial robot learning, manipulation, control, and fleet learning.
Model-written summary · the original posting is authoritative