ECMWF
Reading RG2 9AX, UK
ECMWF is building a world-leading, machine learning based probabilistic weather forecasting system (AIFS), to complement our existing physics-based system (IFS). We are pioneering the operationalisation of machine learning forecasting models in this domain.ECMWF now runs both deterministic and probabilistic AIFS forecasts daily, providing open data and products to users around the world.Within the Destination Earth initiative, AIFS workflows are being expanded towards an Earth-system model capturing land, ocean sea-ice and wave processes.
Data is the lifeblood of machine learning, with well-curated datasets being vital for learning accurate models. In this position you will play a leading role in the management of training datasets for machine learning models including the AIFS. You will manage machine learning datasets for ECMWF activities, such as for operational configurations, Destination Earth applications and ECMWF’s Member and Cooporating State...