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Postdoctoral Researcher - Machine Learning with medical applications in Zürich

Studierende finden an der ETH Zürich ein Umfeld, das eigenständiges Denken fördert, Forschende ein Klima, das zu Spitzenleistungen inspiriert.

Jobbeschreibung

100%, Zurich, fixed-term

The medical data science research group headed by Professor Julia Vogt at ETH Zurich is seeking a highly motivated postdoctoral researcher with a strong machine learning background. You should be interested in working in an interdisciplinary environment at the interface of Machine Learning, Medicine and Health Care.

Job description
  • You will interact and collaborate closely with faculty, graduate and PhD students in our research group, as well as with interdisciplinary collaborators from the medical domain.
  • You will work on foundational machine learning challenges and will lead projects.
  • You will have the possibility to participate in basic, translational science that brings novel machine learning techniques into impactful biomedical applications.
  • Machine learning topics of interest include but are not limited to, interpretable and explainable ML, probabilistic modelling, deep learning, time-series modelling, generative models, and integrating multi-modal data.
  • Our group conducts research at the intersection of machine learning and healthcare, and our research topics are inspired by the challenges which arise by dealing with medical data.
Your profile

You should have a PhD degree in:

  • Computer Science
  • Mathematics
  • Statistics
  • or related fields, with a strong publication record in top conferences such as NeurIPS, ICML, ICLR, AISTATS, AAAI, KDD, JMLR, etc.

Experience in working on medical or biological data is not required, but you must bring a keen interest in the problems of the field.

Your workplace
We offer

ETH Zurich is a family-friendly employer with excellent working conditions. You can look forward to an exciting working environment, cultural diversity and attractive offers and benefits.

We value diversity
In line with our values, ETH Zurich encourages an inclusive culture. We promote equality of opportunity, value diversity and nurture a working and learning environment in which the rights and dignity of all our staff and students are respected. Visit our to find out how we ensure a fair and open environment that allows everyone to grow and flourish.

Veröffentlicht am

25-03-2024

Extra Informationen

Status
Inaktiv
Standort
Zürich
Jobart
Werkstudentenstelle
Tätigkeitsbereich
Technik / Elektronik
Führerschein erforderlich?
Nein
Auto erforderlich?
Nein
Motivationsschreiben erforderlich?
Nein

Zürich | Technik Stellenangebote | Werkstudentenstelle