Humboldt-Universität zu Berlin, Institut für Mathematik

Position ID: HUBerlin-RF [#20169, DR/080/22]
Position Title: Research Fellow (m/f/d)
Position Type: Other
Position Location: GERMANY, Berlin 10099, Germany [map]
Subject Areas: Mathematical Optimization, Machine Learning
Application Deadline: 2022/07/06 11:59PMhelp popup (posted 2022/06/22, listed until 2022/08/01)
Position Description:    

*** the listing date or deadline for this position has passed. ***

Research fellow (m/f/d) with expected part time employment (75%) - E 13 TV-L HU (third party funding limited until 31.07.2025)
Job description:
- scientific services in research in the department "Mathematical Optimization for Machine Learning"
- application tailored development of first-order mathematical optimization algorithms for machine learning
- extending the scope of the above algorithms to constrained settings and generic problem instances using multiple machine learning models
- development of open-source tools for multi-objective machine learning
- applications include energy markets and imaging
- testing and benchmarking multiple machine learning models and solvers for application specific tasks
- tasks for own scientific qualification (doctoral degree)

Requirements:
- completed university degree in engineering, computer science or mathematics
- reasonable knowledge of mathematical optimization (both theory and implementation)
- basic knowledge of open-source packages and tools related to machine learning
- basic knowledge of machine learning models and algorithms
- appropriate knowledge of Python/R is expected
- additional knowledge related to Matlab/C/C++ is always welcome

Please send your application (with cover letter, curriculum vitae and relevant references) within 2 weeks, and quoting the reference number DR/080/22 to Humboldt-Universität zu Berlin, Faculty of Mathematics and Natural Sciences, Department of Mathematics, Dr. Aswin Kannan, (located: Rudower Chaussee 25), Unter den Linden 6, 10099 Berlin, Germany or preferably in electronic form to aswin.kannan@hu-berlin.de.

The Humboldt-Universität zu Berlin is seeking to increase the proportion of women in research and teaching, and specifically encourages qualified female scholars to apply. Severely disabled applicants with equivalent qualifications will be given preferential consideration. People with an immigration background are specifically encouraged to apply. Since we will not return your documents, please submit copies in the application only.

Data protection information on the processing of your personal data in the context of the tender and selection procedure can be found on the homepage of Humboldt-Universität zu Berlin: https://hu.berlin/DSGVO. Please visit our website www.hu-berlin.de/stellenangebote, which gives you access to the legally binding German version.

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Contact: www.hu-berlin.de/stellenangebote
Postal Mail:
Humboldt-Universität zu Berlin
Faculty of Mathematics and Natural Sciences
Department of Mathematics
Unter den Linden 6
10099 Berlin, GERMANY