Anyware Robotics builds general-purpose mobile manipulator robots for industrial applications. We are looking for a Robot Learning Engineer to advance the planning and manipulation capabilities ...
Anyware Robotics
2 jobs near Columbus, OH
Anyware Robotics builds general-purpose mobile manipulator robots for industrial applications. We are looking for a Robot Learning Engineer to advance the planning and manipulation capabilities ...
Anyware Robotics builds general-purpose mobile manipulator robots for industrial applications. They are seeking a Sr. Robot Learning Engineer to advance the planning and manipulation capabilities ...
Anyware Robotics builds general-purpose mobile manipulator robots for industrial applications. They are seeking a Sr. Robot Learning Engineer to advance the planning and manipulation capabilities ...
Full-time
Posted 5 days ago
Job description
Job Summary:
Anyware Robotics builds general-purpose mobile manipulator robots for industrial applications. We are looking for a Robot Learning Engineer to advance the planning and manipulation capabilities within AnywareOS, focusing on improving robot manipulation policies and collaborating with engineers to enhance operational performance.
Responsibilities:
• Improve learned policies for robot manipulation that augment and extend our production system's performance envelope
• Contribute to our manipulation capabilities: data collection from deployed robots, physics simulation environments, policy training, and deployment validation
• Use production multimodal data — rich sensor streams from real industrial operations across logistics and manufacturing
• Collaborate with perception and controls engineers to close the loop between scene understanding, navigation, and other capabilities inside AnywareOS
• Ship models to production — your work will run on robots at customer sites across multiple industries, not just on a sim bench
Qualifications:
Required:
• MS/PhD in ML, robotics, or related field (or equivalent industry experience shipping learned robotic behaviors)
• Strong applied ML fundamentals: policy learning (imitation learning, RL, or diffusion policies), neural network architecture design, training infrastructure
• Experience with robot learning for manipulation or motion: grasp synthesis, motion generation, trajectory optimization with learned components, or sim-to-real transfer
• Proficiency in Python and ML frameworks; comfortable with C++ for deployment-critical paths
• Understanding of classical planning (rule-based or optimization-based planning, task-space control)
• Demonstrated ability to go from research idea → working system
Preferred:
• Prior work on force/compliance control or contact-rich manipulation
• Familiarity with ROS2 and real robot deployment pipelines
• Experience with sim-to-real transfer at scale (domain randomization, system identification)
• Background in warehouse/logistics robotics or unstructured environment manipulation
• Publications at RSS, CoRL, ICRA, or NeurIPS robotics workshops
Company:
Anyware Robotics offers AI-powered mobile robots that autonomously unload boxes in containers and trucks. Founded in 2023, the company is headquartered in Fremont, USA, with a team of 11-50 employees. The company is currently Early Stage.
Anyware Robotics builds general-purpose mobile manipulator robots for industrial applications. We are looking for a Robot Learning Engineer to advance the planning and manipulation capabilities within AnywareOS, focusing on improving robot manipulation policies and collaborating with engineers to enhance operational performance.
Responsibilities:
• Improve learned policies for robot manipulation that augment and extend our production system's performance envelope
• Contribute to our manipulation capabilities: data collection from deployed robots, physics simulation environments, policy training, and deployment validation
• Use production multimodal data — rich sensor streams from real industrial operations across logistics and manufacturing
• Collaborate with perception and controls engineers to close the loop between scene understanding, navigation, and other capabilities inside AnywareOS
• Ship models to production — your work will run on robots at customer sites across multiple industries, not just on a sim bench
Qualifications:
Required:
• MS/PhD in ML, robotics, or related field (or equivalent industry experience shipping learned robotic behaviors)
• Strong applied ML fundamentals: policy learning (imitation learning, RL, or diffusion policies), neural network architecture design, training infrastructure
• Experience with robot learning for manipulation or motion: grasp synthesis, motion generation, trajectory optimization with learned components, or sim-to-real transfer
• Proficiency in Python and ML frameworks; comfortable with C++ for deployment-critical paths
• Understanding of classical planning (rule-based or optimization-based planning, task-space control)
• Demonstrated ability to go from research idea → working system
Preferred:
• Prior work on force/compliance control or contact-rich manipulation
• Familiarity with ROS2 and real robot deployment pipelines
• Experience with sim-to-real transfer at scale (domain randomization, system identification)
• Background in warehouse/logistics robotics or unstructured environment manipulation
• Publications at RSS, CoRL, ICRA, or NeurIPS robotics workshops
Company:
Anyware Robotics offers AI-powered mobile robots that autonomously unload boxes in containers and trucks. Founded in 2023, the company is headquartered in Fremont, USA, with a team of 11-50 employees. The company is currently Early Stage.