Machine Learning Expert for Weather Forecasting
6 days ago
Job Overview
We are seeking a highly skilled machine learning expert to join our Weather Research Department team. As a Machine Learning Expert for Weather Forecasting, you will play a key role in developing and applying innovative data-driven models to support the green transition.
Key Responsibilities
- Contribute to the development and implementation of advanced weather modeling techniques using machine learning algorithms.
- Collaborate with international research partners to advance our understanding of weather prediction and its applications.
- Design and implement efficient data management and analysis strategies to support weather modeling efforts.
Requirements and Qualifications
- A Master's or Ph.D. degree in applied mathematics, atmospheric sciences, applied physics, data science, or a closely related field.
- Substantial experience and a proven track record in scientific machine learning, particularly in environmental sciences.
- Proficiency in scientific programming, software development, and data analysis.
- In-depth experience with frameworks such as pytorch, pytorch-lightning, jax, Flux.JL, Zygote.JL, and MLFlow.
- Strong data management and analysis skills, including data pre-processing and post-processing.
- Proficiency in Linux operating systems and scripting.
- Language skills: proficiency in both oral and written English is essential.
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.
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