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Alfred-Wegener Institut Helmholtz-Zentrum für Polar- und Meeresforschung

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PostDoc Position in Scientific Programming (m/f/d)
Aktualität: 06.12.2022


06.12.2022, Alfred-Wegener Institut Helmholtz-Zentrum für Polar- und Meeresforschung
PostDoc Position in Scientific Programming (m/f/d)
You will be part of a team responsible for the development and maintenance of a (pre)operational forecasting system for the water resources in the Rhine River catchment area. Your main focus will be to test different machine learning algorithms (e.g. Artificial Neural Network, Support Vector Machine) in order to improve the skill of the hydrological forecast. Other tasks include to support the forecast model development and maintenance, as well as to have a direct interaction with the project partners and potential stakeholders and adapt the forecast model capabilities to their needs.
Applicants must have a university degree (master/diploma) with very good final degree in mathematics, computer science, meteorology, oceanography or a related natural or geoscientific discipline with pronounced physical-mathematical components. In addition, experience in the use and / or development of machine learning applications for climate related issues and experience in the evaluation of climate and system model data and geophysical long-term observations are desirable. Demonstrated skill/proficiency in working with forecast products and fluency in English are further requirements. Knowledge regarding the physical geography of the central European rivers is considered an advantage. Moreover, having several of the following skills would be distinct advantage: Experience with statistical methods characteristics to hydrology Experience with R, Matlab and/or Python Experience with complex large climate dataset and geophysical data formats (netCDF, GRIB) Proved knowledge (via scientific publications) in machine learning applications




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