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Universität Stuttgart | Exzellenzcluster „Daten-integrierte Simulationswissenschaft“ (EXC 2075)

Research Associate / Doctoral Researcher Position for Bayesian Statistics

  • Online seit 17.11.2020
  • 201117-423637
  • Wissenschaftl. Stellen

Beschreibung

Research Associate / Doctoral Researcher Position
(m/f/d, E 13 TV-L, temporary for the duration of 3.5 years)

The Cluster of Excellence "Data-Integrated Simulation Science" (EXC 2075) is an interdisciplinary research center with more than 200 scientists performing research towards a common goal: We target a new class of modeling and computational methods based on available data from various sources, in order to take the usability, precision and reliability of simulations to a new level. The open doctoral researcher position is integrated into the Graduate School of the Cluster.

The position is part of the project "Machine Learning for Bayesian Model Building" in the Junior-Research Group for Bayesian Statistics of Dr. Paul-Christian Bürkner at the Cluster of Excellence SimTech of the University of Stuttgart.

Anforderungsprofil

Your tasks:

  • Translation of real-world model building challenges into simulated data generation processes
  • Development of statistical and machine learning methods to enable machine-assisted Bayesian model building and data analysis
  • Evaluation of the developed methods via extensive simulation studies
  • Development of software to implement the methods in the programming languages R or Python
  • Cooperation with other scientists within the research group and at the Cluster of Excellence SimTech
  • Publication of research results in international scientific journals and conference proceedings

Your qualifications:

  • Excellent degree in a field with strong quantitative focus (e.g., mathematics, computer science, biology, or psychology)
  • Strong interest in research questions at the intersection of applied (Bayesian) statistics and machine learning
  • Previous experience in applied statistics, mathematical statistics, or machine learning
  • Ideally previous experience in Bayesian statistics
  • Previous experience in at least one programming language common in quantitative fields (e.g., R, Python, Julia, or C++)
  • Ideally previous experience in the probabilistic programming language Stan or another probabilistic programming language
  • Proficient English skills (spoken and written)

We offer:

  • An inspirational and supportive research environment at the Cluster of Excellence SimTech
  • A nationally and internationally well-connected research group including close collaborations within the Stan Development Team
  • Diverse and responsible tasks in a dynamic and friendly team

Please submit your complete application, including one-page motivation letter, academic CV, one letter of reference, as well as academic certificates and transcript of records, via paul-christian.buerkner@simtech.uni-stuttgart.de until December 20th, 2020. If you have any questions regarding this application, please contact us via the above email-address.

We cannot reimburse any costs arising from the performance of job interviews.

The information on the handling of application data in accordance with Art. 13 DS-GVO can be found via https://uni-stuttgart.de/datenschutz

The University of Stuttgart seeks to increase the number of women in areas, where they are underrepresented. Women are therefore expressly encouraged to apply. Severely handicapped persons are given priority if they have the same aptitude. Recruitment is carried out by the central administration. The University of Stuttgart and thus the Cluster of Excellence EXC 2075 strives for gender and diversity equality. We welcome applications from all backgrounds.

Anzeigendaten

Art der Beschäftigung
Vollzeit
Zeitraum der Beschäftigung
3.5 years
Vergütung
E 13 TV-L

Kontaktdetails

Hochschule / Einrichtung
Universität Stuttgart
Institut / Einrichtung
Exzellenzcluster „Daten-integrierte Simulationswissenschaft“ (EXC 2075)
Standort
Universitätstraße 32
70569 Stuttgart, Deutschland
Kontaktperson
Herr Dr. Paul-Christian Bürkner
Telefon

+4971168560098

E-Mail
paul-christian.buerkner@simtech.uni-stuttgart.de
Webseite
https://www.simtech.uni-stuttgart.de/contact-jobs/

Kontakt

Herr Dr. Paul-Christian Bürkner

+4971168560098


paul-christian.buerkner@simtech.uni-stuttgart.de

Einsatzort

Universität Stuttgart | Exzellenzcluster „Daten-integrierte Simulationswissenschaft“ (EXC 2075)

https://www.simtech.uni-stuttgart.de/contact-jobs/

Universitätstraße 32
70569 Stuttgart
Deutschland