100%, Basel, fixed-term
We seek to establish mechanistic modelling in personalized medicine. Mechanistic modelling enables the integration of both prior knowledge about regulatory feedback and the physical-chemical constraints posed by diffusion-based transport into a computational framework. Unlike typical statistical models, mechanistic models represent the biomedical and clinical knowledge about the regulatory processes. Similar to clinicians in their daily work, such models can operate based on clinical datasets that are too small for machine-learning approaches. But unlike clinicians, the models can encompass more information, are more consistent, and can use mathematics to predict the non-linear dynamical behaviour based on the known regulatory interactions. In combination, mechanistic computational models are promising approaches to personalize and guide both patient data collection and treatments based on the few patient data points that can be routinely collected in the clinic.
Reproductive medicine, and IVF in particular, offer an ideal case study to establish mechanistic modelling for personalized medicine as the regulatory feedbacks have been defined, and IVF is well established both in human patients and in livestock such that large animal models, in particular cows, can be used to fill any gaps in human datasets.
You will focus on the development of predictive mathematical models that integrate literature data and newly generated data from farm animals and patients (3D images, hormone levels, gene expression time series) into a consistent mathematical framework that will allow us to provide data- and model-driven guidance regarding the best IVF treatment schedule. In collaboration with a PHRT-funded PhD student, the mathematical model will be carefully tested in clinical settings and then integrated into software for clinical use.
- You are experienced in building mechanistic, predictive mathematical models based on biological data.
- You are interested in image processing, finite element methods, and software engineering.
- You are self-motivated and enthusiastic about leveraging mechanistic modelling for personalised medicine, advancing FemTech, and contributing to the establishment of a strong personalised medicine/personalised health research community in Switzerland, for the eventual benefit of patients and citizens.
This is an interdisciplinary Post-Doc position funded by a grant from the Personalised Health and Related Technologies (PHRT ) program. You will work in the group of Prof Iber (ETH, computational biology), and collaborate with Prof Ulbrich (ETH, animal physiology), and Prof De Geyter (University Hospital Basel, reproductive medicine).
The preferred starting date is March 2023; the exact starting date can be negotiated.
You can expect:
- an internationally highly competitive salary and further benefits
- excellent working conditions, with the possibility to work partly in the home office
- a friendly and collaborative working environment
- the opportunity to translate science to the clinic
- support for career development after the PHRT-funded Post-Doc via suitable academic fellowships such as SNF Ambizione , or an ETH Pioneer Fellowship to commercialise the results
chevron_right Working, teaching and research at ETH Zurich
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 ourEqual Opportunities and Diversity website
to find out how we ensure a fair and open environment that allows everyone to grow and flourish.
Curious? So are we.
We look forward to receiving your online application with the following documents:
- Letter of Motivation
- Diplomas & Transcripts
- contact details of 2 referees
Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered.
Further information about the group can be found on our website . Questions regarding the position should be directed to Prof Iber by e-mail: email@example.com (no applications).
About ETH Zürich
ETH Zurich is one of the world’s leading universities specialising in science and technology. We are renowned for our excellent education, cutting-edge fundamental research and direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and an environment that inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow.
Postdoctoral Position In Observational Cosmology, ETH Zurich, Switzerland, about 24 hours ago
Applicants are invited to apply for a postdoctoral position in observational cosmology at the Institute for Particle Physics and Astrophysics at ETH Zurich. At ETH Zurich, the candidate will work ...
Postdoctoral Researcher , University of Zurich, Switzerland, 1 day ago
Department of Psychiatry, Psychotherapy and Psychosomatics at the University of Zurich Postdoctoral Researcher 80-100 % Our lab is interested in the variability in psychotic disorders as reflected...
Mef / Ptk / Research Technician / Assistant Position , University of Zurich, Switzerland, 6 days ago
Department of Pathology and Molecular Pathology, University Hospital Zurich Institute of Molecular Cancer Research (IMCR) MEF / PTK / Research Technician / Assistant Position 50-100% The Weber Labo...
Research Technician / Assistant Position , University of Zurich, Switzerland, 2 days ago
Department of Pathology and Molecular Pathology, University Hospital Zurich Institute of Molecular Cancer Research (IMCR) Research Technician / Assistant Position 50-100 % The Weber Laboratory is s...
Collegium Helveticum Junior Fellowships, University of Zurich, Switzerland, about 2 hours ago
April 03, 2023, 17:00–19:00 Film screening with a short introduction by the artists, Mali Weil. The film screening is the public part of the workshop "Rethinking Law Beyond Linear Time and the In...
Postdoctoral Researcher, University of Amsterdam (UvA), Netherlands, 26 days ago
Postdoctoral Researcher Postdoctoral Researcher Published Deadline Location yesterday 1 May Amsterdam Job description Are you looking for a challenging, but rewarding job in a dynamic setting? The...