Position Details
About this role
Develop innovative machine learning solutions for robotic manipulation tasks in Amazon's Industrial Robotics Group. Collaborate with cross-functional teams to create adaptive learning approaches and prototype robotic systems.
Key Responsibilities
- Design and implement machine learning solutions
- Create hybrid classical and learning-based approaches
- Develop learning algorithms for adaptation
- Build data collection pipelines
- Partner with robotics engineering teams
Technical Overview
Focus on hybrid machine learning and classical robotics methods, including imitation and reinforcement learning. Develop data pipelines and real-time control systems for robot motion planning and manipulation.
Ideal Candidate
The ideal candidate is a mid-level applied scientist with a PhD and strong programming skills in Java, C++, and Python. They have experience in machine learning, robotics, and have published or patented work in top-tier venues. They are skilled in advanced robot control and learning algorithms.
Must-Have Skills
Nice-to-Have Skills
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
PhD required, Experience programming in Java, C++, Python, Publications or patents at top-tier conferences, Experience in algorithms and data structures
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