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Machine Learning Engineer - Robotics Expert

Path RoboticsColumbus, Ohio
On-site Full-time

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Experience

Qualifications

Key Responsibilities Engage in the development and implementation of behavioral cloning (BC), reinforcement learning (RL), and diffusion models to address intricate robotic tasks. Utilize multi-modal data, encompassing image-based inputs, force, and torque to refine robotic manipulation and control. Design and execute vision-language-action (VLA) models for enhanced intelligence and responsiveness in robotic systems. Develop strategies for the entire solution lifecycle, including data collection, fleet learning, and continuous learning. Optimize and deploy learning-based methodologies for robotic control and object manipulation algorithms across a fleet of industrial robotic cells. Collaborate with hardware and software teams to integrate manipulation, control, and planning algorithms into robotic platforms.

About the job

Pioneering the Future of Robotics

At Path Robotics, we are at the forefront of embodied intelligence development. Our cutting-edge AI systems empower robots to learn, adapt, and operate effectively in real-world settings, addressing the skilled labor shortage while revolutionizing various industries. We transcend conventional methodologies by merging perception, reasoning, and control, delivering AI solutions that are risk-aware, dependable, and perpetually evolving through hands-on experience.

We tackle significant challenges daily, supported by a team of intelligent, humble, and motivated individuals who collaborate to transform the impossible into reality.

We are on the lookout for a talented and enthusiastic Machine Learning Engineer with a strong foundation in modern robotics and manipulation. This individual will be a vital member of our Robot Learning team, focused on creating agentic AI systems tailored for industrial applications. The ideal candidate will possess substantial experience in robotics, particularly in developing and implementing advanced manipulation techniques, motion control systems, and planning algorithms for autonomous robots. This position requires close collaboration with cross-functional teams to devise, test, and deploy innovative solutions that enhance the efficacy and capabilities of our robotic systems.

About Path Robotics

Path Robotics is committed to shaping the future of robotics and artificial intelligence. Our innovative approach combines advanced algorithms with real-world applications to create intelligent robotic systems that enhance productivity across various industries.

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