Machine Learning Engineer, Robot Learning
Path RoboticsColumbus, Ohio, United States
Posted August 12, 2025
Full Time
About the Company
Path Robotics is a leading provider of robotic solutions for manufacturing, specializing in welding automation. Founded by Andy and Alex Lonsberry, the company leverages AI and machine learning to automate high-volume, repetitive tasks, ensuring safety and productivity in industrial settings. Path Robotics offers a range of services including robotics and automation, software solutions, and manufacturing support, helping manufacturers meet growing demands with efficiency and precision.
Job Description
Path Robotics is seeking a skilled Machine Learning Engineer with expertise in modern robotics and manipulation to build agentic AI systems for industrial applications. The role involves developing and deploying behavioral cloning, reinforcement learning, and diffusion models to improve the performance and capabilities of robotic systems. The team values communication, collaboration, and creating a diverse and inclusive environment.
Requirements
- Ph.D. or Master’s degree in Robotics, Mechanical Engineering, Electrical Engineering, Computer Science, or a related field.
- Proven track record in publishing at top conferences (e.g., NeurIPS, ICLR, ICML, CoRL, RLC).
- Experience with robotic simulation tools (e.g., Isaac Sim, MuJoCo).
- Experience building models from scratch and deploying them in real-world applications.
- Experience with pose estimation, segmentation, active perception, and affordance-based bin picking.
- Strong programming skills in languages such as C++ or Python.
- Experience with robotic simulation tools (e.g., Isaac Sim, MuJoCo).
Benefits
- Free lunch
- Flexible PTO
- Medical, Dental and Vision insurance
- 6 weeks 100% paid parental leave
- 401K through Empower
- Paid Referral Bonus
