Published date:
2021-07-22
Summary
Our German client has asked us to find them a German Speaking Freelance Data Scientist. The project involves the use of Artificial Intelligence to enhance traffic planning activities, centering around maintenance and operation.
Tasks:
- Develop digital traffic simulations
- Modelling of agent systems in the context of a reinforcement learning training environment
- Further develop the reinforcement learning environment to allow for greater simulation and scope of action
- Make the reinforcement learning output available for use by client systems
Mandatory experience:
- 5+ Years commercial Python programming experience
- 3+ Years practical Deep Learning experience
- 2+ Years commercial Deep Reinforcement learning experience
- 2+ Years practical AWS and Sagemaker development experience
Bonus Experience:
- Simulation Software Sumo
- Ray and RLLIb frameworks
- DevOps