PhD Researcher in Machine Learning and Large Language Models
vor 2 Monaten
We are seeking a highly motivated PhD student to join our team at the Centre Hospitalier Universitaire Vaudois (CHUV) in Lausanne, Switzerland. Our research group focuses on developing new machine learning and statistical methods for healthcare applications, with a particular emphasis on cardiovascular and metabolomic diseases.
Project OverviewOur PhD student will work on three interlinked projects:
- Building better biomarkers for cardiovascular and metabolomic diseases using large language models and insights from machine intelligence and biology.
- Disease prediction using multimodal data, including multivariate, multimodal, and potentially high-dimensional biomarkers.
- Longitudinal data analysis and early disease prediction, leveraging expertise from machine learning and clinical chemistry.
To be eligible for this position, you should have a master's degree and an undergraduate degree in disciplines relevant to (applied) mathematics, computer science, engineering, machine learning, or statistics. You should also have a strong interest in developing new methods and applications, employing them to address real-world healthcare-related problems, and data visualization. Strong programming skills related to machine learning, longitudinal methods, and large language models are essential. Experience in machine learning, statistical modeling, and version control is also required.
What We OfferWe offer a unique opportunity to work in an interdisciplinary environment with a supportive team. You will have access to courses from the CHUV and the University of Lausanne, as well as the possibility to collaborate with international universities. We also offer a furnished apartment in the surrounding neighborhoods in case of relocation in Switzerland, discounts on social and cultural events, and a mobility plan with benefits such as discounts on public transportation and promotion of "Mobility" car fleet and discounts on electric bikes. Our working language is English, and a good command of French is mandatory.
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