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Machine Learning Engineer, Robot Learning

1 week, 4 days ago
United States
Full-time
Senior
Machine Learning Engineer
Software Development
C++ Machine Learning Python Reinforcement Learning
Apply Now
Path Robotics

Path Robotics

Path Robotics creates truly autonomous robots for manufacturing, eliminating the need for skilled welders or robot programmers and allowing humans to focus on creativity.

Automotive
51-250
Founded 2014
$71M raised
View All Jobs 37

Description

  • Develop and deploy behavioral cloning, reinforcement learning, and diffusion models for complex robotic tasks.
  • Use multi-modal data such as images, force, and torque to improve robotic manipulation and control.
  • Design and implement vision-language-action models for more intelligent robotic systems.
  • Develop strategies across the full solution lifecycle, including data collection, fleet learning, and continuous learning.
  • Build, optimize, and deploy learning-based methods for robot control and object manipulation on industrial robotic cells.
  • Collaborate with hardware and software teams to integrate manipulation, control, and planning algorithms into robotic platforms.
  • Stay current on advancements in robotics, control theory, and planning algorithms.

Requirements

  • Ph.D. or Master’s degree in Robotics, Mechanical Engineering, Electrical Engineering, Computer Science, or a related field.
  • Proven track record of publishing at top conferences such as NeurIPS, ICLR, ICML, CoRL, or RLC.
  • Experience with robotic simulation tools such as Isaac Sim or MuJoCo.
  • Experience applying machine learning techniques 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 C++ or Python.
  • Experience deploying scalable solutions for autonomous robotic systems.
  • Strong communication skills and ability to explain complex technical concepts to diverse audiences.

Benefits

  • Daily free lunch.
  • Flexible PTO.
  • Comprehensive medical, dental, and vision coverage.
  • 6 weeks fully paid parental leave, plus an additional 6–8 weeks for birthing parents.
  • 401(k) retirement plan through Empower.
  • Employee referral bonuses.

Interested in this position?

Apply directly on the company website

Apply Now

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