Amazon.com Services LLC
Software Development, subsidiaries
SeniorMLEngineer
“Senior ML Engineer at Amazon.com Services LLC. Skills: Machine Learning, Robotics, Reinforcement Learning, MLOps. Train neural network policies. Design experiments in simulation”
Industry & Context.
Debug convergence; Debug training runs; Diagnose failures; Optimize models
What They're Looking For.
Must Have
5+ years professional software development, 5+ years programming experience, 5+ years leading design or architecture, 5+ years applied ML engineering, Master’s or PhD in CS, ML, Robotics, Software engineering fundamentals in Python, Deep proficiency with ML toolkits, Experience designing, training, debugging models
Nice to Have
Hands-on RL or imitation learning, Proficiency with Docker and Kubernetes, Experience with model optimization for edge, Experience with physics simulation environments, Experience with ML infrastructure tools
What You'll Do.
Train neural network policies
Design experiments in simulation
Transfer results to hardware
Debug training runs end-to-end
Optimize models for edge deployment
Build MLOps infrastructure
Maintain MLOps infrastructure
How You'll Work.
Team & Collaboration
Work with research scientists; Collaboration with scientists
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