Beschreibung
Senior Data Scientist - German Speaking - Berlin/RemoteDetails:
- Role: Senior Data Scientist
- Timeframe: (possibility to extend).
- Consulting days: 75 BT
- Location: Berlin and remote
- Availability: 100% full-time - 5 days / week
- Languages: German
- Industry: Transportation
Job Description:
- Further development of a data-based railroad traffic simulation in the context of the project
- Modeling of agent systems in the context of a reinforcement learning training environment
- Further development of the reinforcement learning environment to the context of extending the simulation and the action space of the agents
- Productive delivery of results from the reinforcement learning system to our software
Must-Have Requirements:
- At least 5 years of experience in Python development in a professional context across different industries and deployment scenarios.
- At least 3-years of hands-on experience in deep learning
- At least 2-years of practical experience in Deep Reinforcement Learning across different industries
- At least 2 years of hands-on development experience in AWS and Sagemaker.
Target Requirements:
- Hands-on experience with Sumo simulation software.
- Hands-on experience with the Ray and RLLib frameworks.
- Devops experience in setting up deployment pipelines and Docker images.