University of Bergen
Postdoctoral Analysis Fellow (100 %) 3 years on the Division of Scientific Science
Postdoctoral Analysis Fellow (100 %) 3 years on the Division of Scientific Science
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Postdoctoral Analysis Fellow place
On the College of Drugs, Division of Scientific Science, a full-time (100 %) place as postdoctoral analysis fellow is offered for a interval of three (3) years. The place is a part of the undertaking ”TRUST-AI4D:TRUSTworthy AI fashions to foretell development to issues in sufferers with Diabetes”, financed by Trond Mohn Analysis Basis. The undertaking is a collaboration with the division of arithmetic and bioinformatics at UiB.
In regards to the undertaking/work duties:
- Diabetes is a considerable well being burden. The illness can develop and progress in several methods in several sufferers, difficult each our understanding of a person underlying pathophysiology and our scientific planning of therapies.
- Current developments in computational biology, machine studying, and synthetic intelligence make it doable to study these various pathways of illness development from multi-omics information. This purpose will assist us perceive, and probably deal with, diabetes development accounting for particular person variability: aligning with the philosophy of data-driven precision medication. Nonetheless, for accountable and strong purposes, the method of studying and classifying diabetes development behaviour should be clear: an AI “black field” which suggests choices with out clear reasoning just isn’t adequate.
- This undertaking will contain creating and making use of approaches for the inference of illness development in massive state areas, with large-scale organic information, in an effort to transparently find out how diabetes progresses inside and between sufferers. There’s a explicit concentrate on “hypercubic inference” for accumulation processes – that’s, studying the dynamics of processes evolving on a transition graph that takes a selected construction.
- References instance:
- doi.org/10.1016/j.cels.2019.10.009 (hypercubic inference);
- doi.org/10.1007/s13218-023-00822-9 (accumulation fashions for illness development);
- doi.org/10.1038/s41746-019-0140-y (this strategy utilized to extreme malaria development)
The undertaking is interdisciplinary, with parts of computational biology, biostatistics, and machine studying. The place is inside a various crew, together with a number of members within the Division of Arithmetic engaged on these hypercubic inference approaches, and a number of other members in scientific analysis coping with the scientific information. Coaching will probably be supplied on these strategies, and the applicant ought to have expertise with statistical/mathematical modelling and computational biology.
{Qualifications} and private qualities:
The applicant should maintain a Norwegian PhD or an equal diploma inside statistics, utilized arithmetic, bioinformatics, informatics or associated quantitative self-discipline, or should have submitted his/her doctoral thesis for evaluation previous to the applying deadline. It’s a situation of employment that the PhD has been awarded
- Expertise with statistical modelling, and with R is required
- Expertise working with large-scale “omics” organic information, working with accumulation fashions, and dealing in C/C++ and Python is a bonus
- Expertise in counseling, instructing, grant purposes writing is a bonus
- Expertise in diabetes analysis is a bonus
- Work independently and in a structured method, and have the flexibility to cooperate with others
- Candidates should have wonderful expertise in each written and oral English
- Private and relationsal qualities will probably be emphasised. Analysis expertise, ambitions and potential may even depend when evaluating the candidates
We assist crew gamers to succeed in their greatest potential and give the chance to develop your skilled expertise in a various operative atmosphere. As part of collaboration with the division of arithmetic, we try to supply assist in each scientific and bioinformatics science. Bergen is superbly situated on the coast with easy accessibility to nature, together with woods, fjords, and excessive mountains.
In regards to the place of postdoctoral analysis fellow:
The place of postdoctoral analysis fellow is a fixed-term appointment with the first goal of qualifying the appointee for work in high tutorial positions. The fixed-term interval for this place is three years. People will not be employed for multiple fixed-term interval as a postdoctoral analysis fellow on the similar establishment.
Upon appointment, candidates should submit a undertaking proposal for the qualifying work together with a piece schedule. For postdoctoral analysis fellow positions related to externally financed initiatives, the completion of the undertaking proposal for the qualifying work will happen in session with the undertaking/centre supervisor. It’s a requirement that the undertaking is accomplished in the middle of the interval of employment.
We will provide:
- Thrilling improvement alternatives as a part of your position in a powerful skilled atmosphere
- Wage NOK 615 700 (code 1352, pay grade 63) within the state wage scale. For candidates with a level in Drugs or Dentistry, wage NOK 624 500 (code 1352, pay grade 64). For candidates with a medical specialization, wage NOK 646 000 (code 1352, pay grade 66)
- Enrolment within the Norwegian Public Service Pension Fund
- Good welfare advantages
Your software should embrace:
- A short account of the applicant’s analysis pursuits and motivation for making use of for the place.
- The names and speak to data for 2 reference individuals. One in every of these should be the the primary advisor from the PhD programme.
- CV
- Transcripts and diplomas (candidates with schooling from different international locations than Norway should enclose witnessed diplomas in each the unique language and licensed translations) and official affirmation that the doctoral thesis has been submitted
- Related certificates/references
- Listing of any works of a scientific nature (publication record)
- Full record of publications (as relevant)
-
Publications (in PDF) it is necessary that every of the scholarly works on which the committee ought to place particular emphasis, is connected in its entirety
The appliance and appendices with licensed translations into English or a Scandinavian language should be uploaded at Jobbnorge
Basic data:
Detailed details about the place will be obtained by contacting: Prof. Iain Johnston, e-mail: [email protected] : telephone: (+47) 55 97 52 69.
UiB should comply with Norway’s export management laws when processing purposes for this place.
The state labour power shall replicate the range of Norwegian society to the best extent doable. Individuals with immigrant backgrounds and other people with disabilities are inspired to use for the place.
The College of Bergen applies the precept of public entry to data when recruiting workers for tutorial positions.
Details about candidates could also be made public even when the applicant has requested to not be named on the record of individuals who’ve utilized. The applicant should be notified if the request to be omitted just isn’t met.
Additional details about our employment course of will be discovered right here .
About The College of Bergen (UiB)
The College of Bergen is a famend instructional and analysis establishment, organised into seven schools and roughly 54 institutes and tutorial centres. Campus is situated within the centre of Bergen with college areas at Nygårdshøyden, Haukeland, Marineholmen, Møllendalsveien and Årstad.
There are 5 departments and eight centres at College of Drugs.
Learn Extra concerning the facult y and departments .
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Deadline
14th April 2024
Employer
College of Bergen
Municipality
Bergen
Scope
Fulltime (1 positions)
Fulltime
(%)
Length
Fastened Time period
Place of service
Jonas Lies vei 87, 5021 Bergen
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- Vacant positions – College of Bergen
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