Data-Driven Meteorologist for Climate Modeling
1 week ago
DMI - Danmarks Meteorologiske Institut is a leading institution in the field of meteorology, working closely with international research partners to advance the understanding of weather prediction. As a Data-Driven Meteorologist for Climate Modeling, you will play a key role in developing innovative data-driven models for accurate and near real-time prediction of weather.
About the Role
- This full-time position is within the field of environmental sciences, with a special focus on meteorology and Numerical Weather Prediction (NWP). You will be responsible for contributing to a team in the Weather Research Department, with a focus on model development, in addition to core modeling work.
- You will collaborate with international research partners in EUMETNET/ACCORD/HIRLAM/United Weather Center (UWC) to develop data-driven forecasting models, particularly anemoi and neural-lam.
Requirements and Qualifications
- A Master's or Ph.D. degree in applied mathematics, atmospheric sciences, applied physics, data science, or a closely related field is required. Your academic background should reflect a solid foundation in quantitative and computational disciplines.
- Substantial experience and a proven track record in scientific machine learning is a necessity, particularly experience in the context of environmental sciences will be a benefit.
- Proficiency in scientific programming is essential. You should have demonstrable skills in software development for data analysis and modelling. Strong proficiency in scientific analysis and modelling physical systems in Python is essential, familiarity with Julia and Fortran is highly advantageous.
- In-depth experience with frameworks such as pytorch, pytorch-lightning, jax, Flux.JL, Zygote.JL and MLFlow will be a benefit.
- Strong data management and analysis skills, including data pre-processing and post-processing, are vital for success in this role.
- Proficiency in Linux operating systems and scripting is necessary for working in our research environment.
- Language Skills: Proficiency in both oral and written English is essential to collaborate effectively with our international partners and convey your research findings.
About DMI
DMI is the national weather forecast and warning authority for Denmark and Greenland. With a rich tradition of operating and advancing models for numerical weather prediction, DMI stands at the forefront of high-resolution numerical weather forecasting. The forecasts generated by our operational numerical models are of utmost importance in safeguarding Danish society against weather-related risks.
Salary and Benefits
The estimated salary for this position is approximately 5500-6500€ per month, depending on qualifications and experience. In addition to a competitive salary, we offer a range of benefits, including flexible working hours, paid vacation, and opportunities for professional development.
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