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INInstitut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU)

PhD position with focus on generative AI methods for weather radar data processing(m/w/x)

Garmisch-Partenkirchen
Part-timeWith Home Office
AI/ML
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Developing generative AI for weather radar data processing, including probabilistic QPE and merged radar-gauge products. MSc degree in science/informatics and Python programming skills required. International environment, flexible working hours.

Requirements

  • MSc degree in natural science, geoscience, mathematics, informatics, or related fields
  • Strong programming skills, preferably in Python
  • Basic knowledge of deep learning, preferably in PyTorch
  • Expertise with handling large datasets and machine learning workflows
  • Basic knowledge of meteorology and remote sensing
  • Intuition to link data and code to real-world observations and challenges
  • Good command of written and spoken English

Tasks

  • Develop a generative artificial neural network (ANN) for probabilistic radar QPE
  • Extend the ANN to condition on rain gauge data for merged radar-gauge products
  • Create an AI-based quality control method for radar data
  • Apply and evaluate methods on European scale using OPERA radar network data

Education

  • Master's degree

Languages

  • English – Business Fluent

Tools & Technologies

  • Python
  • PyTorch

Benefits

Other Benefits

  • Excellent working conditions

Informal Culture

  • International environment

Learning & Development

  • Specific training
  • Further qualification offers

Flexible Working

  • Flexible working time models
  • Flexitime
  • Work from home
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Institut für Meteorologie und Klimaforschung Atmosphärische Umweltforschung (IMKIFU) and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.

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