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)