PostDoc Position in Trustworthy Machine Learning

PostDoc Position in Trustworthy Machine Learning

Ute Schmid -
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The Research Center Trustworthy Data Science and Security (https://rc-trust.ai/) is looking for a full-time postdoc (part-time possible) to pursue independent research projects for two years; payment according to public service’s agreement: TV-L E14.

https://jobs.zeit.de/jobs/postdoc-position-in-machine-learning-m-f-d-technische-universitaet-dortmund-dortmund-1084751

The open PostDoc position shall strengthen our interdisciplinary research team in any of the overarching research areas Psychology & Social Sciences, Artificial Intelligence & Machine Learning, Data Science & Statistical Learning, and Cybersecurity & Privacy and their interfaces.

We expect a sound knowledge of the fundamentals of machine learning, with an emphasis on one or more of the following topics:
+ Interpretable Machine Learning
+ Fairness and Transparency of Machine Learning
+ Game Theory for Interpretable ML
+ Automatic Machine Learning
+ Hyperparameter Optimization
+ Representation Learning
+ Anomaly Detection
+ Uncertainty Quantification
+ Counterfactual Explanations
+ Robustness Guarantees for Machine Learning

In particular, we encourage applications in Machine Learning for Time Series, Data Streams, Graphs, or similar complex data sets. In case you stem more from a theoretical research area, your research in Machine Learning is linked with game theory, information theory, statistical tests, as well as multi-criteria optimization.

In addition, interest in chemistry is beneficial, as some applications in this area are envisioned.

Please apply via eMail (open-positions@rc-trust.ai) and provide the usual documents such as motivation letter, CV, and copies of your certificates.

Bests,
Emmanuel Müller

-- 
Prof. Dr. Emmanuel Müller
emmanuel.mueller@cs.tu-dortmund.de

Professor of Computer Science
Technical University of Dortmund
Chair of Data Science and Data Engineering
http://ls9-www.cs.tu-dortmund.de/

Founding Director
Research Center Trustworthy Data Science and Security
University Alliance Ruhr
https://rc-trust.ai/