Postdoctoral Researcher in AI-based Forecasting: Join the Institute of Meteorology and Climate Research Troposphere Research (IMKTRO) at Karlsruhe Institute of Technology (KIT) as a Postdoc in the ASPIRE project. This project, funded by the European Research Council (ERC), aims to advance subseasonal predictions through AI-based weather forecasting models. You’ll contribute to cutting-edge research in meteorology and data science, exploring the feasibility of adapting AI models for subseasonal time scales.
Postdoctoral Researcher in AI-based Weather Forecasting
Designation: Postdoc (f/m/d)
Research Area: Computer Science, Data Science, Meteorology, Physics
Location: Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
Eligibility/Qualification:
- Scientific university degree and PhD in computer science, data science, meteorology, physics, or related disciplines
- Experience in implementing and interpreting outputs of deep learning models (e.g., Transformer, Graph Neural Networks)
- Knowledge of uncertainty quantification, sub-seasonal forecasting, and experience with HPC systems and workflow optimizations are advantageous
Job Description:
- Implement probabilistic AI-based weather forecasting systems in collaboration with the Junior Research Group “Robust and Efficient AI” at KIT-SCC
- Fine-tune AI-based weather forecasting models with a focus on the source region of forecast errors
- Work on locally higher resolution implementation using simulation data generated with ICON, the NWP model of German Weather Service
- Conduct outreach activities and public relations for ASPIRE, including website management and representation at conferences
- Develop a user infrastructure for model deployment available to the public
- Prepare and publish scientific papers
How to Apply: Submit your application by April 26th, 2024, via email to Mr. Dr. Julian Quinting at julian.quinting@kit.edu. Include your CV and evidence of relevant qualifications.
Last Date for Apply: April 26th, 2024
Starting Date: 01.07.2024
Contract Duration: 4 years
Contact Person: For further information, please contact Mr. Dr. Julian Quinting at julian.quinting@kit.edu.
Salary: Salary category 13, depending on fulfillment of professional and personal requirements
Benefits:
- Work under excellent conditions in an international environment
- Access to specific training and further qualification offers
- Flexible working time models, including flexitime and work from home options
- Sports and leisure facilities, child and holiday care services
- Contribution to Job Ticket Baden-Württemberg
- Variety of dining options at on-campus canteens
Don’t miss this opportunity to contribute to groundbreaking research in AI-based weather forecasting at KIT, a leading institution in research and higher education in Europe!
