> Markdown version of [/jobs/ext/3126544-1-postdoc-in-deep-learning-reinforcement-learning](https://www.wearedevelopers.com/jobs/ext/3126544-1-postdoc-in-deep-learning-reinforcement-learning). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

---

# 1 Postdoc in Deep Learning / Reinforcement Learning

- **Company:** Firmenprofil Deutsches
- **Location:** Berlin, Germany
- **Contract:** Temporary contract
- **Skills:** Data Visualization, Python (Programming Language), Machine Learning, Reinforcement Learning, Deep Learning, Free and Open-Source Software, Programming Languages
- **Published:** September 28, 2026
- **Apply:** https://www.xing.com/jobs/nuthetal-1-postdoc-deep-learning-reinforcement-learning-158164248

## About the Role

* Excellent master and doctoral degree with demonstrated expertise in Deep Learning / Multimodal Learning / Reinforcement Learning
 * Publication record at top machine learning conferences
 * Expertise in programming languages such as R or Python
 * Experience with advanced deep learning frameworks & open-source software development
 * Strong communication skills and ability to work in interdisciplinary teams

## Description

* Develop, implement and apply digital twins and RL agents based on multimodal health data for personalized recommendations of dietary and other health behavior to improve health
 * Collaborate with causal inference researchers to jointly develop methods for analyzing multimodal digital N-of-1 trials (patient reported outcomes, wearables, images, audio, omics data) linking causal inference and deep learning
 * Develop methodology for individual-level inference of large epidemiological studies (e.g., EPIC Potsdam study, German National Cohort study) including omics data
 * Implement the developed models for multimodal studies run on the StudyU platform (https://studyu.health/) with collaborators in Germany, Australia, USA, South Korea and Ghana
 * Develop clear data visualizations, reports, and written summaries to communicate results - for scientific publications but also for study participants and patients
 * Collaborate with clinicians, epidemiologists, software developers and laboratory scientists in the design of new studies and analysis of existing data


## Related Videos

- [Introduction to Azure Machine Learning](https://www.wearedevelopers.com/videos/368-introduction-to-azure-machine-learning)
- [Getting Started with Machine Learning](https://www.wearedevelopers.com/videos/260-getting-started-with-machine-learning)
- [Fireside Chat: Deep Learning, Deep Impact: Harnessing AI for Language Innovation](https://www.wearedevelopers.com/videos/612-fireside-chat-deep-learning-deep-impact-harnessing-ai-for-language-innovation)
- [Web-based Information Visualization](https://www.wearedevelopers.com/videos/84-web-based-information-visualization)
- [Python Data Visualization @ Deepnote (w/ PyViz overview)](https://www.wearedevelopers.com/videos/113-python-data-visualization-deepnote-w-pyviz-overview)
- [What non-automotive Machine Learning projects can learn from automotive Machine Learning projects](https://www.wearedevelopers.com/videos/397-what-non-automotive-machine-learning-projects-can-learn-from-automotive-machine-learning-projects)

## Related Articles

- [The Biggest German Tech Companies](https://www.wearedevelopers.com/magazine/424-the-biggest-german-tech-companies)
- [Best Coding Boot Camps in Germany](https://www.wearedevelopers.com/magazine/237-best-coding-boot-camps-in-germany)
- [Backend Developer Salary in Germany [2023]](https://www.wearedevelopers.com/magazine/196-backend-developer-salary-in-germany-2023)
- [Fullstack developer salary in Germany [2023]](https://www.wearedevelopers.com/magazine/197-fullstack-developer-salary-in-germany-2023)
- [Software Developer Salary in Germany [2023]](https://www.wearedevelopers.com/magazine/194-software-developer-salary-in-germany-2023)
- [Frontend Developer Salary in Germany [2023]](https://www.wearedevelopers.com/magazine/195-frontend-developer-salary-in-germany-2023)