Postdoc in Machine Learning Potentials, Theoretical Chemistry II, Research Alliance Ruhr

Ruhr-Universität Bochum
Bochum, Germany
22 days ago

Role details

Contract type
Temporary contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English, German
Job source

Tech stack

Training Data Artificial Neural Networks Computer Programming Fortran (Programming Language) Python (Programming Language) Machine Learning Enterprise Software Applications

Job description

  • development and parameterization of machine learning interatomic potentials for heterogeneous catalysis
  • implementation of new algorithms in scientific software packages
  • generation of training data using electronic structure calculations, atomistic simulations
  • presentation of scientific results at conferences and in journal publications
  • participation in national and international collaborative projects of the group support of the tasks in the Chair, e.g. support in supervision of undergraduate students (e.g. Bachelor and Masters students) *, The position is salaried and based on the collective agreement of the Länder (TV-L). If the personal and collective agreement requirements are met, the employee will receive pay grade E13 TV-L.

Further information can be found at https://oeffentlicher-dienst.info/ (in German). The place of work is Ruhr University Bochum.

If the position is funded by third-party funds the employee has no teaching obligation.

The topic of the project is the development and application of high-dimensional neural network potentials in the field of heterogeneous catalysis at solid-liquid interfaces. A close collaboration with theoretical and experimental groups is planned. As application documents please provide a motivation letter, a CV including a list of publications, copies of transcripts and certificates.

Requirements

  • you hold a PhD or doctoral degree in chemistry, physics, materials science or a related field (latest at the start of the contract)
  • you have programming experience (e.g. Python, Fortran) and are highly motivated to contribute to the development of new methods and scientific software
  • you have a solid background in electronic structure calculations, preferably density functional theory
  • ideally, you have experience in atomistic simulation methods like molecular dynamics
  • you have very good English skills (spoken and written), German language skills are desirable but not mandatory

Benefits & conditions

In order to fill a fixed-term position in full-time (39.83 hours/week = 100%) at the earliest possible date, we are looking for a, * employment at one of the largest universities in Germany within the University Alliance Ruhr

  • challenging tasks with a high level of independence
  • an exciting interdisciplinary and international working environment with state-of-the-art equipment
  • collaborations in a highly motivated and supportive team
  • training and development opportunities
  • the opportunity to present your work at international conferences

About the company

RUB sees itself as a university with an international presence. The campus languages are German and English. Competence in at least one of the two languages and the willingness to learn the other are a prerequisite. RUB provides corresponding free courses for employees.

German language courses are offered by the University Language Center (ZFA) in the field of German as a Foreign Language (DaF). https://www.daf.ruhr-uni-bochum.de/daf/mitarbeitende/index.html.en

The Staff Council has the right to participate in all selection interviews. At the request of a candidate (m/f/x), it will ensure its participation in the entire procedure. Please contact wpr@rub.de.

The Ruhr-Universität Bochum is one of Germany’s leading research universities, addressing the whole range of academic disciplines. A highly dynamic setting enables researchers and students to work across the traditional boundaries of academic subjects and faculties. To create knowledge networks within and beyond the university is Ruhr-Universität Bochum’s declared aim.

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