Machine Learning Engineer, Robot Learning
Path Robotics13 days ago
Columbus, OH, USAMid Level / Senior
H1B Sponsor
Responsibilities
- Develop and deploy behavioral cloning, reinforcement learning, and diffusion models for robotic tasks.
- Leverage multi-modal data to enhance robotic manipulation and control.
- Design and implement vision-language-action models for intelligent robotic systems.
- Craft strategies for data collection, fleet learning, and continuous learning.
- Develop, optimize, and deploy learning-based methods for robot control and manipulation.
- Collaborate with hardware and software teams to integrate algorithms into robotic platforms.
- Stay updated with 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 in publishing at top conferences.
- Experience with robotic simulation tools like Isaac Sim or 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 C++ or Python.
- Proven track record of deploying scalable solutions for autonomous robotic systems.
- Strong communication skills to convey complex technical concepts.
Benefits
- Daily free lunch to foster team connection.
- Flexible PTO for personal time off.
- Comprehensive medical, dental, and vision coverage.
- 6 weeks fully paid parental leave, plus additional time for birthing parents.
- 401(k) retirement plan through Empower.
- Generous employee referral bonuses.