Aktuelle Jobs im Zusammenhang mit Scientist for Machine Learning Development - Bonn, Nordrhein-Westfalen - ECMWF

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Scientist for Machine Learning Development

vor 2 Monaten


Bonn, Nordrhein-Westfalen, Deutschland ECMWF Vollzeit
About the Role

We are seeking a highly skilled Machine Learning Scientist to join our team at ECMWF. As a key member of our Earth System Modeling section, you will be responsible for developing and implementing cutting-edge machine learning techniques to support our climate modeling efforts.

Your primary focus will be on adapting and extending existing machine learning models to support the native ICON-grid and exploring the possibility of climate scenario interpolation and extrapolation. You will also support the overall AtmoRep model developments, including those in the WarmWorld sister project ICON-Rep-Model at the Jülich Supercomputing Centre.

In addition, you will implement downscaling of climate data using a generative machine learning model, utilizing high-resolution model output from DestinE, EERIE, and nextGEMS. You will also support the coordination of EXPECT's theme one data for new climate knowledge.

As a member of our team, you will have the opportunity to work on a range of exciting projects, including the RAINA project, which aims to develop a statically robust, large-scale machine learning model for weather applications that supports a very fine, km-scale resolution.

We are looking for a dedicated and enthusiastic individual with excellent analytic skills, interpersonal and communication skills, and experience developing in Python or similar languages. You should also have substantial experience with at least one deep learning framework, in particular development and tuning of new architectures and training protocols.

Experience with the evaluation of machine learning applications and running of large ablation studies to determine optimal architecture hyperparameters is also highly desirable. A background in Earth system modeling is welcome but not required. Experience with large HPC systems is an asset.

We offer a competitive salary and benefits package, as well as the opportunity to work on a range of exciting projects and collaborate with a talented team of researchers and engineers.

ECMWF is a world-leader in weather and environmental forecasting, and we are committed to providing a supportive and inclusive work environment. We welcome applications from nationals from ECMWF Member States and Co-operating States, as well as from all EU Member States.

For more information about the role and ECMWF, please visit our website at https://www.ecmwf.int/.