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Path Robotics, Inc. Logo

Machine Learning Engineer, Robot Learning

Path Robotics, Inc.

Salary not specified
Aug 12, 2025
Columbus, OH, US
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Support an industry hurting from a lack of skilled labor by developing agentic AI systems for industrial applications

Requirements

  • Ph.D. or Master’s degree in Robotics, Mechanical Engineering, Electrical Engineering, Computer Science, or a related field
  • Experience with robotic simulation tools (e.g., Isaac Sim, MuJoCo)
  • Experience with machine learning techniques applied to robot manipulation
  • 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

Responsibilities

  • Work on the development and deployment of behavioral cloning (BC), reinforcement learning (RL), and diffusion models to solve complex robotic tasks
  • Leverage multi-modal data, including image-based data, force, and torque to enhance robotic manipulation and control
  • Design and implement vision-language-action (VLA) models for more intelligent and responsive robotic systems
  • Craft strategies for the entire solution's lifecycle, including data collection, fleet learning, and continuous learning
  • Develop, optimize, and deploy learning-based methods for robot control and object manipulation algorithms on a fleet of industrial robotic cells
  • Collaborate with hardware and software teams to integrate manipulation, control, and planning algorithms into robotic platforms

Other

  • Ph.D. or Master’s degree in Robotics, Mechanical Engineering, Electrical Engineering, Computer Science, or a related field
  • Strong communication skills, with the ability to convey complex technical concepts to a diverse audience
  • Flexible PTO
  • Medical, Dental and Vision insurance with 100% coverage on monthly medical premiums for you and any dependents on select plans