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Postdoctoral Researcher in Biomedical Artificial
Vor 7 Tagen
Postdoctoral Researcher in Biomedical Artificial Intelligence
80-100 % :The position is part of the StrOntEx project, an SNF- and DFG-funded collaboration between the Medical Knowledge and Decision Support group at the Institute for Implementation Science in Health Care of the Faculty of Medicine at the University of Zurich and the School of Medicine of the University of St. Gallen, and the Formal Methods group of the Institute for Intelligent Interacting Systems of the Department of Computer Science at the Otto-von-Guericke University of Magdeburg in Germany.
Your responsibilities:
- Develop and evaluate approaches to make biomedical machine learning algorithms interpretable.
- Conduct literature reviews and synthesize scientific content.
- Disseminate research results through presentations at conferences and publications in peer reviewed journals.
- Supervise and support Master students and PhD students.
- Contribute to teaching at the Medical Faculty UZH and Uni St. Gallen.
- Further develop your own research profile.
Your profile:
- PhD in Computer Science, Bio
- Knowledge of the formal mathematical basis of machine learning algorithms.
- Experience developing and evaluating machine learning models in biomedicine.
- Experience with interpretability approaches for machine learning models.
- Experience programming in Python and machine learning frameworks such as Torch.
- Experience with neurosymbolic methods that combine machine learning with prior knowledge is desirable.
- Experience in the chemical domain (e.g. molecular structure graph representation learning) is desirable.
- Strong interest in interdisciplinary work and collaboration.
What we offer:
You will become part of an innovative and dynamic research group at the intersection of clinical and informatics research.
- You will be a key person in the growing group.
- Dynamic and stimulating research environment and a place to grow academically and professionally.
- Strong international network of collaborations and exchange.
- Opportunities to gain teaching and mentoring experience and strong support for your career development.
- An attractive work environment both within the research group and in the larger clinical and research context: The University of Zurich is one of Switzerland's leading universities, located in the middle of a vibrant, cosmopolitan city.
Place of work:
Universitätstrasse 84, 8006 Zurich and St. Jakob-Strasse 21, 9000 St. Gallen
Start of employment: 1 December 2023 or by agreement, for an initial period of 3 years with the possibility of prolongation.
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