Amazon.com Services LLC
Software Development, subsidiaries
SDE-RobotManipulation&Learning
Neural analysis suggests this role is
optimal for Senior candidates.
“SDE - Robot Manipulation & Learning at Amazon.com Services LLC. Skills: Robot manipulation, Reinforcement learning, Robotics. Learn dexterous manipulation. Design robot learning algorithms”
Industry & Context.
What They're Looking For.
Must Have
5+ years software development, 5+ years programming, 5+ years leading design, Mentor experience, Tech lead experience, Lead engineering team, Bachelor's degree computer science
Nice to Have
5+ years full software development life cycle, Robotic manipulation experience, Developing RL for manipulation, Extracting human manipulation from video, Extracting human manipulation from mocap data
What You'll Do.
Learn dexterous manipulation
Design robot learning algorithms
Implement robot learning algorithms
Leverage vision models
Extract 3D hand-object information
Develop real2sim2real pipeline
Integrate tactile sensing
Integrate proprioception
Full Job Description
We are seeking to hire research engineers for robot dexterous manipulation with the goal of developing dexterous manipulation systems at human-level performance. Our strategy focuses on a real2sim2real pipeline that learns from large scale human videos and leverage simulation and reinforcement learning to bridge the human-to-robot embodiment gap. Key job responsibilities • Learning dexterous manipulation: Design and implement robot learning algorithms for manipulation • Leverage vision models to extract 3D hand-object manipulation information from real-world situations • Develop large-scale real2sim2real pipeline for dexterous manipulation • Multimodal Sensor Fusion: Integrate tactile sensing, proprioception and vision into the learning pipeline Basic Qualifications: - 5+ years of non-internship professional software development experience - 5+ years of programming with at least one software programming language experience - 5+ years of leading design or architecture (design patterns, reliability and scaling) of new and existing systems experience - Experience as a mentor, tech lead or leading an engineering team - Bachelor's degree in computer science or equivalent Preferred Qualifications: - 5+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience - Experience with robotic manipulation - Experience/knowledge developing RL for manipulation - Experience with extracting human manipulation from large scale video and/or mocap data Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status. Los Angeles County applicants: Job duties for this position include: work safely and cooperatively with other employees, supervisors, and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees, supervisors,
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