[Job-offers-cs] PostDoc Position in Trustworthy Machine Learning

[Pekka Orponen]

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 at 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 at 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/>