Site icon GIS Vacancy – A Remote Sensing and GIS Jobs Platform

1 PhD and 3 Postdoc positions in Earth System Modelling and Machine Learning

Job Description (PhD and Postdoc positions)

1 PhD and 3 Postdoc positions (m/f/d) in the field of Earth system modelling and machine learning, to be filled as soon as possible. The successful candidates will be part of the “Earth System Modelling” group at TUM. The PhD position is funded for 3 years, the Postdoc positions for 2 years with possibilities for extension by 2 more years. Remuneration is in accordance with the German public tariff scheme (TV-L), salary group E 13, 100% for the Postdocs (40 hours per week) and 65% for the PhD (26 hours per week). The positions are partly funded by the Volkswagen Foundation via a Freigeist fellowship.

About the project:

In view of ongoing climate change, two key challenges of Earth system science are to predict potential changes in extreme weather events, and abrupt state transitions of potentially multistable subsystems of the Earth system. Current Earth system models (ESMs) still have difficulties in simulating extremes, and in reproducing abrupt transitions evidenced in paleoclimatic records. The confidence that ESMs can reliably predict changing extremes and future abrupt transitions is therefore not as high as desired. The group will further advance techniques from Machine Learning – in particular Deep Neural Networks (DNNs) and Random Forests – to develop hybrid models that combine process-based ESM components with Machine Learning approaches to improve the simulation of extremes and abrupt transitions.

Key responsibilities:

The candidates will be expected to work on one or more of the following tasks


We offer:

We explicitly encourage women to apply. In cases of equal qualification and within the given legal scope, women will be given preference. Applications by candidates with migration background are also encouraged. Disabled candidates with equal qualifications will be regarded favorably. TUM also encourages applications by parents returning from parental leave.

Please send your full application (including cover letter, CV with list of publications, contact details of two referees, Master / PhD certificates) as a single PDF document by Email to Applications will be considered on an ongoing basis until the positions are filled.

 The size of the file should not exceed 15 MB.

 For further information or to discuss the position please contact Dr. Niklas Boers by Email:

Technische Universität München

TUM School of Engineering and Design

Department of Aerospace and Geodesy

Earth System Modelling Group

Dr. Niklas Boers

Lise-Meitner-Str. 9

85521 Ottobrunn

Data protection information

When you apply for a position at the Technical University of Munich (TUM), you are submitting personal information. Please take note of the data protection policy according to Art. 13 Datenschutz-Grundverordnung (DSGVO) on the collection and processing of personal information as part of your application. By submitting your application, you confirm that you have acknowledged the data protection information of TUM.

Hinweis zum Datenschutz:

Im Rahmen Ihrer Bewerbung um eine Stelle an der Technischen Universität München (TUM) übermitteln Sie personenbezogene Daten. Beachten Sie bitte hierzu unsere Datenschutzhinweise gemäß Art. 13 Datenschutz-Grundverordnung (DSGVO) zur Erhebung und Verarbeitung von personenbezogenen Daten im Rahmen Ihrer Bewerbung. Durch die Übermittlung Ihrer Bewerbung bestätigen Sie, dass Sie die Datenschutzhinweise der TUM zur Kenntnis genommen haben.

Download Official Notification: Click Here

For more GIS Job Vacancies: Click Here

Exit mobile version