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Physicist, Mathematician, Computer Scientist or Similar

vor 2 Monaten


Weßling, Bayern, Deutschland Deutsches Zentrum für Luft- und Raumfahrt (DLR) Vollzeit
About the Role

We are seeking a highly skilled and motivated individual to join our team at the Deutsches Zentrum für Luft- und Raumfahrt (DLR) as a Physicist, Mathematician, Computer Scientist or similar. The successful candidate will be responsible for improving climate models and analysis with machine learning and spaceborne Earth observations.

Key Responsibilities
  • Develop and enhance ML-based parametrizations for climate models to reduce systematic errors and to enhance projection capabilities with innovative ML methods
  • Develop data-driven equation discovery methods to learn interpretable and physically consistent equations from high-fidelity datasets to enhance understanding and representation of subgrid-scale processes in climate models
  • Develop and benchmark foundation models for selected climate modeling tasks
  • Develop ML-techniques for improved understanding and detection of extreme events
  • Develop innovative methods, including ML, to enhance the evaluation and analysis of climate models in comparison to observations using the Earth System Model Evaluation Tool (ESMValTool)
Requirements
  • Master's degree or equivalent in physics, mathematics, computer science or a similar field
  • Excellent programming skills, preferably in Python
  • Experience in data analysis and machine learning
  • Strong interest in climate research and Earth system modeling
  • Fluency in English (written and spoken)
What We Offer

The DLR is committed to diversity, respect, and equal opportunities for all employees. We promote independent work and individual development in a supportive and inclusive environment. Our employees have access to a wide range of training and development opportunities. We are particularly interested in increasing the proportion of women in science and leadership positions.