Amazon.com Services LLC
Robotics
SeniorAppliedScientist,AmazonRobotics-Vulcan
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Applied Scientist, Amazon Robotics - Vulcan at Amazon.com Services LLC. Skills: Robotics, Machine Learning, Reinforcement Learning. Drive development of learned controllers. Drive development of manipulation behaviors”
Industry & Context.
Root cause analysis
What They're Looking For.
Must Have
PhD or Master's degree, 6+ years applied research experience, 4+ years robotics work cells, 4+ years control systems experience, 3+ years ML models for robotics, Programming in Java, C++, Python, Train RL or imitation learning policies, Transfer policies to physical robots
Nice to Have
Sim-to-real transfer at scale, Deploy learned policies in production, Design reward functions for RL, Training curricula for RL on robots, Publications in top robotics venues, Publications in top ML venues
What You'll Do.
Drive development of learned controllers
Drive development of manipulation behaviors
Research motion planning algorithms
Design motion planning algorithms
Implement motion planning algorithms
Research control algorithms
Design control algorithms
Implement control algorithms
Research decision-making algorithms
Design decision-making algorithms
Implement decision-making algorithms
Design learning pipelines
Deploy learning pipelines
Develop models predicting outcomes
Develop models informing selection
Own scalable real-time implementations
Write production-quality code
Set engineering standards
Leverage operational data
Identify failure modes
Drive policy improvements
Mentor junior scientists
Mentor junior engineers
Represent Amazon in academia
Present scientific findings
How You'll Work.
Team & Collaboration
Across disciplines
Communication Scope
Scientific presentations
Full Job Description
Our team in Amazon Robotics builds robotic systems that perform contact-rich manipulation tasks safely and reliably in complex, unstructured environments — at Amazon scale. Our scientists and engineers push the boundaries of robotic manipulation to handle enormous object diversity, bringing deep expertise across planning, control, perception, and machine learning. We learn from real-world data at a scale that few teams in robotics can access. We are seeking an experienced Senior Applied Scientist to join our Motion Behaviors team. You will drive the development of learned controllers and manipulation behaviors, applying techniques like reinforcement learning and behavior cloning to robots operating in Amazon fulfillment centers. These problems remain unsolved at scale: our robots must improve continuously in environments where simulation alone is insufficient. You will make principled decisions about when learned approaches should replace engineered solutions, and how to select behaviors based on estimated risk. You will collaborate across disciplines and leverage rich operational data to continuously improve system performance. Key job responsibilities • Drive the development of learned controllers and manipulation behaviors, from research prototyping through deployment on production robots. • Research, design, and implement motion planning, control, and decision-making algorithms that improve the performance of deployed systems. • Design and deploy learning pipelines that take policies from simulation training to reliable, real-time execution on physical robots. • Develop models that predict manipulation outcomes and inform behavior selection under uncertainty. • Own the development of scalable, real-time implementations — writing production-quality code and setting engineering standards for the team. • Leverage operational data from deployed systems to systematically identify failure modes and drive policy improvements. • Mentor junior scientists and engineers, r
Applying for this Senior Applied Scientist, Amazon Robotics - Vulcan role?
Most applicants get filtered before a human reads their resume. See if yours makes the cut.
ANONYMOUS · UNFILTERED
What do employees actually say about Amazon.com Services LLC?
Real rants from real employees. Read before you apply.