Reinforcement Learning Engineer

We are currently looking for a reinforcement learning (RL) engineer to develop various machine learning pipelines that simulations will interact with

Responsibilities:
  • Integrate Applied simulation with various reinforcement learning engines based on simulator  needs
  • Work closely with customers to demonstrate best practices for RL usage with simulation
  • Develop machine learning based models for different physicals effects that must be modeled in simulation

Required : 
  • 2+ years work experience in applying reinforcement learning techniques to model real world phenomenon
  • Experience in using simulation methods for model training and optimization
  • Deep knowledge of common open source machine learning initiatives
  • Ability to quickly develop new model training pipelines with simulation in the loop, based on specific customer needs

Nice to have :
  • Prior work in autonomous driving domain
  • Experience in using simulation for model training
  • Background in using large scale cluster systems (on-prem or cloud)

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