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Postdoc in Data Science focusing on statistical and machine learning methods for genomic research in admixed populations
4 days ago
Purpose and description of the position
Genetic admixture is a result of the exchange of genetic materials between two or more historically differentiated populations. In livestock, admixture is artificially created to improve, for example, productivity traits. In humans, admixture arise due to large-scale migration events. Admixture provides a unique genetic background for each gene as ancestry patterns may vary between individuals within the same admixed population and along the genome of an admixed individual. So far, the impact of genetic background has been overlooked in genomic research, which largely focused on single populations containing individuals with similar genetic backgrounds. Admixed individuals are either ignored or not handled properly, limiting our understanding of genetic variation among individuals for complex trait phenotypes.The main purpose of this project is to understand how diverse ancestral origins of admixed populations translate into differences in their genetic background and thereby differences in phenotypic expression of complex traits. The project will lay on series of simulations and real data from humans and dairy cattle.
Tasks and responsibilities
Who are we and what can we offer?
Qualifications requirements
The ideal candidate has a good theoretical background in machine learning and statistics with strong experience in developing computational tools (, packages or similar in Julia, Python or R), supported by related scientific publication records. Experience in the project’s research area is an advantage, but a keen interest in statistical and quantitative genetics will be valued. The role requires effective communication skills in written and spoken English for the presentation of our research to various audiences – from experts to the general public. The ideal candidate has good interpersonal skills, is ambitious and scientifically self-motivated, creative, and is able to work in a large and diverse group of researchers.
Place of work
The place of work is C. F. Møllers Allé 3, 8000, Aarhus C, in the centre of the Aarhus University main campus, and neighboring related departments.
Contact information
Further information about the position may be obtained from assistant professor, Emre Karaman, e-mail:
Application procedure
Letter of reference
Unfortunately, it is not possible to ensure that letters of reference received after the application deadline will be taken into consideration.
Formalities and salary range
The application must be in English and include a curriculum vitae, degree certificate, a complete list of publications, a statement of future research plans and information about research activities, teaching portfolio and verified information on previous teaching experience (if any). Guidelines for applicants can be found
Appointment shall be in accordance with the collective labour agreement between the Danish Ministry of Taxation and the Danish Confederation of Professional Associations. Further information on qualification requirements and job content may be found in the .
Salary depends on seniority as agreed between the Danish Ministry of Taxation and the Confederation of Professional Associations.
Aarhus University’s ambition is to be an attractive and inspiring workplace for all and to foster a culture in which each individual has opportunities to thrive, achieve and develop. We view equality and diversity as assets, and we welcome all applicants.
Research activities will be evaluated in relation to actual research time. Thus, we encourage applicants to specify periods of leave without research activities, in order to be able to subtract these periods from the span of the scientific career during the evaluation of scientific productivity.
Aarhus University offers a broad variety of services for international researchers and accompanying families, including relocation service and career counselling to expat partners. Read more . Please find more information about entering and working in Denmark .
Aarhus University also offers a Junior Researcher Development Programme targeted at career development for postdocs at AU. You can read more about it .
The application must be submitted via Aarhus University’s recruitment system, which can be accessed under the job advertisement on Aarhus University's website.
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