Machine Learning Engineer, Robot Learning

About this role

Path Robotics is looking for a Machine Learning Engineer to enhance their robotic systems through advanced manipulation techniques and autonomous AI solutions. The successful candidate will collaborate with diverse teams, utilizing modern machine learning methods to solve complex challenges in robotics.

What you'll do

• Develop behavioral cloning, reinforcement learning, and diffusion models for robotic tasks
• Enhance robotic manipulation using multi-modal data such as images and force measurements
• Design vision-language-action models for intelligent robotic responses
• Manage the entire solution lifecycle including data collection and continuous learning
• Optimize and deploy learning-based control and manipulation methods
• Collaborate with teams to integrate algorithms into robotic platforms

What they're looking for

• Expertise in robotics and manipulation techniques
• Proficiency in machine learning applied to robotics
• Experience with robotic simulation tools
• Strong programming skills in C++ or Python
• Knowledge of control theory and planning algorithms
• Ability to convey technical concepts effectively
• Experience in publishing research at top conferences

Benefits

• Daily free lunch for team bonding
• Flexible PTO policy
• Comprehensive medical, dental, and vision coverage
• 6 weeks fully paid parental leave
• Opportunities for continuous learning and growth