Doctoral Student in Machine Learning and Medical Data Science

Are you passionate about machine learning and AI and excited to develop methods that can make a difference in healthcare? The Medical Data Science Group at ETH Zurich, led by Prof. Julia Vogt, is looking for a highly motivated Doctoral Student to join our interdisciplinary research team. The Medical Data Science Group develops innovative machine learning and AI methods to address challenging problems in medicine and healthcare. Our research combines foundational advances in machine learning with meaningful medical applications. Potential research directions include representation learning, pre- and post-training of foundation models, generative AI, explainability and interpretability, probabilistic modeling, time-series analysis, and multimodal learning. The Doctoral position offers the opportunity to pursue original research at the intersection of machine learning and healthcare, working closely with researchers from technical and medical disciplines. Specific research topics will be developed jointly with Prof. Julia Vogt, taking into account the candidates' interests and expertise as well as the group's research priorities.