PhD Student in Machine Learning and Data Science

vor 2 Wochen


Lausanne, Waadt, Schweiz CHUV Vollzeit
About the Role

We are seeking a highly motivated PhD student to join our team at the Lausanne University Hospital (CHUV) and the University of Lausanne. The successful candidate will work on three interlinked projects in collaboration between CHUV and UNIL on data related to proteomic and metabolomic profilings in immunological and haematological diseases.

Key Responsibilities
  • Design and develop machine learning methods to identify biomarkers associated with and predictive of disease outcomes.
  • Discover latent biomarkers to improve disease prediction and biological explanation.
  • Develop methodological frameworks that incorporate population-level and subject-specific information to capture individual longitudinal disease profiles.
Requirements
  • Master's degree and undergraduate degree in disciplines relevant to (applied) mathematics, computer science, engineering, machine learning, or statistics.
  • Strong programming skills related to machine learning and longitudinal methods.
  • Experience in machine learning, statistical modelling, and version control.
  • Good command of the French language.
What We Offer
  • Joint affiliations with the Lausanne University Hospital (CHUV) and the University of Lausanne.
  • Interdisciplinary environment and supportive team.
  • Access to courses from the CHUV and the University of Lausanne.
  • Possibility to collaborate with international universities.
  • Discounts on social and cultural events.
  • Signing up to our Mobility Plan and benefit from different advantages.


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