Robotics ML Systems Engineer - Edge Deployment & MLOps

Amazon; New York (NY); On-site; USD 100,000 - 150,000; Full time

Job summary

Amazon is seeking a Machine Learning Engineer at Fauna Robotics to work alongside research scientists. This role involves training and deploying models for robotic functions like locomotion and perception.

The ideal candidate will have expertise in reinforcement learning and computer vision, experience with GPU infrastructure, and skills in building MLOps systems. You'll play a key part in solving complex challenges in robotics to make systems more accessible and interactive.

Qualifications

• Deep expertise in reinforcement learning and robotics.
• Experience in managing GPU infrastructure and optimizing distributed training.
• Ability to troubleshoot data quality issues.

Responsibilities

• Train and iterate on neural network policies.
• Design and run experiments in simulation and on hardware.
• Debug and optimize models for deployment.

Skills

Reinforcement learning

Computer vision

Supervised learning

GPU cluster management

MLOps

Tools

NVIDIA Jetson

Isaac Lab

MuJoCo

Job description

Amazon is seeking a Machine Learning Engineer at Fauna Robotics to work alongside research scientists. This role involves training and deploying models for robotic functions like locomotion and perception.

The ideal candidate will have expertise in reinforcement learning and computer vision, experience with GPU infrastructure, and skills in building MLOps systems. You'll play a key part in solving complex challenges in robotics to make systems more accessible and interactive.