Innovation Fellow Vision Deep-Learning

• Develop and implement a deep learning model that estimates meteorological visibility from camera images
• Define the requirements for the model together with stakeholders from the aviation sector
• Compile a data set for training and evaluation
• Train, evaluate and improve models step-by-step
• Collaborate on setting up the productive inference environment
• Document and present the results achieved, As an Innovation Fellow, you will spend a year driving forward a key challenge facing the Federal Administration and independently developing new approaches for more efficient services. You will work on topics with a direct impact, use your tact and sensitivity in dealing with stakeholders, and at the same time benefit from interesting conditions, valuable contacts and real opportunities to shape the future. Find out more about the project at MeteoSwiss and the benefits of the programme on the website.

Do you have a Doctoral degree?, * Completed university degree or doctorate in natural sciences or engineering

• Practical experience with the implementation of deep learning (DL) models (development with PyTorch, adaptation and fine-tuning of pre-trained models)
• In-depth knowledge of relevant DL techniques (especially Vision CNNs and Transformers)
• Ideally, experience with the productive operation of models (MLops)
• Independent and solution-oriented work
• Good knowledge of at least one official language and English

The Swiss Federal Office for Meteorology and Climatology MeteoSwiss is the Swiss National Weather Service. We record and forecast weather and climate in Switzerland and thus make a sustainable contribution to the well-being of the community and to the benefit of industry, science and the environment. The offices of the Federal Department of Home Affairs (FDHA) take systematic measures to ensure a good working environment and the health of their staff. This commitment has earned them the Friendly Work Space label. Continue Back Link to more information Working for SwitzerlandWe are committed to the successful Swiss model and work for the public good. Embracing diversityThanks to equal opportunities, we draw on our expertise and contribute different perspectives. Staying healthy at workWe support and advise our employees in the area of physical and mental health.   You must create an Indeed account before continuing to the company website to apply