Senior Data Scientist - German Speaking - Berlin/Remote

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  • August 2021
  • nicht angegeben
  • D-Berlin
  • auf Anfrage
  • Remote
  • 23.07.2021
  • BBBH19399_1626971288

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Projektbeschreibung

Senior Data Scientist - German Speaking - Berlin/Remote


Details:

- Role: Senior Data Scientist

- Timeframe: 08/16/2021 - 12/31/2021 (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.

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