Aktuelle Jobs im Zusammenhang mit Scientist in AI-based emulator for High-Resolution Sea Ice Modeling - Bremerhaven, Bremen - Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung

  • Scientist in High-Resolution Sea Ice Modeling

    vor 4 Wochen

    Bremerhaven, Bremen, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung Vollzeit

    Background The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. Preparing the FESOM ( sea ice model for integration into...

  • Scientist in High-Resolution Sea Ice Modeling

    vor 4 Wochen

    Bremerhaven, Bremen, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung Vollzeit

    Background The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. The position includes the following responsibilities:...

  • Intern / Student with Master Thesis (optional) Investigation of Journal Bearings in Wind Turbines

    vor 2 Wochen

    Bremerhaven, Bremen, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Who we are ...Our primary focuses at Fraunhofer IWES are on wind energy and hydrogen technologies. Our institute is home to more than 300 scientists and employees as well as over 100 students from over 30 countries pursuing careers in applied research and development at nine sites. We secure investments in technological developments through validation,...

  • Scientist in High-Resolution Sea Ice Modeling

    vor 4 Wochen

    Bremerhaven, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung Vollzeit

    Background The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. Preparing the FESOM ( sea ice model for integration into...

  • Scientist in High-Resolution Sea Ice Modeling

    vor 4 Wochen

    Bremerhaven, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung Vollzeit

    Background The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. The position includes the following responsibilities:...

  • Scientist in High-Resolution Sea Ice Modeling

    vor 4 Wochen

    Bremerhaven, Deutschland Alfred-Wegener-Institut (AWI) - Helmholtz Zentrum für Polar- und Meeresforschung Vollzeit

    Background The Climate Dynamics section of the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) in Bremerhaven, Germany, is seeking applications for a position focused on high-resolution sea ice modeling to prepare and conduct innovative kilometer-scale climate simulations. The position includes the following responsibilities:...

  • Postdoc Position in “energy Budgets and

    Vor 7 Tagen

    Bremerhaven, Deutschland Alfred-Wegener-Institut für Polar- und Meeresforschung Vollzeit

    The Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) is a member of the Helmholtz Association (HGF) and funded by federal and state government. AWI focuses on polar and marine research in a variety of disciplines such as biology, oceanography, geology, geochemistry and geophysics thus allowing multidisciplinary approaches to...

  • Surveyor

    Vor 5 Tagen

    Bremerhaven, Deutschland Lloyd's Register Group Vollzeit

    **Surveyor** **Location**:Bremerhaven, DE** **Lloyd’s Register** **What we’re looking for** To assess the design/production / in-service aspects of engineering assets, using procedures, experience, and knowledge appropriate for routine situations. **What we offer you** - Competitive Salary. - A regular full-time position. - Flexible work schedules...

Scientist in AI-based emulator for High-Resolution Sea Ice Modeling

vor 1 Monat

Bremerhaven, Bremen, Deutschland Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung Vollzeit
Scientist in AI-based Emulator for High-Resolution Sea Ice Modeling

Join a collaborative team at the Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research (AWI) to develop an AI-based emulator for high-resolution sea ice modeling.

Background

The Climate Dynamics section of AWI is seeking applications for a position focused on developing an AI-based emulator for high-resolution sea ice modeling in climate research. This project has a strong AI component, and there will be close cooperation with other national and international projects developing AI solutions for geoscience.

Your Tasks

As a scientist in this position, you will be responsible for:

  • Developing an AI-based sea ice model emulator based on high-resolution FESOM2 simulations and potentially incorporating observational data.
  • Adapting the AI-based sea ice emulator for various downstream tasks, including short-term forecasting, temporal interpolation between time steps, regional downscaling to higher resolutions, observation-constrained model correction.
  • Extending the emulator to include advanced sea ice thermodynamics provided by ICEPACK.
  • Publishing the results of these developments in scientific literature.
Requirements

To be successful in this role, you will have:

  • A master's degree in computer science, software engineering, artificial intelligence, data science, applied mathematics, computational science, oceanography, climate sciences, meteorology, environmental sciences, Earth system sciences, physics, or related fields.
  • Demonstrated experience working with *nix systems.
  • Very good English knowledge (C1).
  • Good knowledge and practical experience in data science and/or AI/ML.
Preferred Qualifications

Having one or several of the following skills would be advantageous:

  • Experience developing AI-based emulators for geophysical models.
  • Experience running geophysical models, especially those for sea ice, ocean, atmosphere, or climate.
  • Knowledge of sea ice physics.
  • Familiarity with unstructured grid models for ocean, sea ice, or atmosphere.
  • Experience with HPC systems.
  • Knowledge of Python and Python-based libraries for machine learning and numerical computing (e.g., PyTorch, TensorFlow, Keras, JAX).
  • Experience working with geophysical data formats (netCDF, GRIB, HDF).
Work Environment

The Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research offers a diverse work environment with collaboration and cooperation across disciplines, departments, and institutions. The institute values diversity and actively promotes gender parity, as well as an open, inclusive environment that provides equal opportunities. We welcome applications from qualified people regardless of binary and non-binary genders, race and nationality, ethnic and social background, religion, age, physical abilities, neurodivergence, sexual orientation, and other identities.

How to Apply

Please submit your application exclusively online by February 27th, 2025. Reference number: 25/17/D/Kli-b. We look forward to your application