Postdoc in artificial intelligence with applications in the life sciences
Chalmers Tekniska Högskola AB / Högskolejobb / Göteborg
2026-03-30
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hela Sverige Visa alla jobb hos Chalmers Tekniska Högskola AB i Göteborg Join us at the forefront of life science AI. We are looking for a postdoctoral researcher to develop cutting-edge, multimodal transformer-based deep learning methods to extract insight from genomic and chemical data, with applications in infectious diseases and environmental toxicology.
About us
The Department of Mathematical Science provides a creative, dynamic and innovative environment where research, education, and societal collaboration meet. The research topics in the department span fundamental and applied research to contribute to the development of a sustainable society. We are Sweden's largest mathematical department, with around 200 dedicated staff, including 65 PhD students (link 'PhD students' to
https://www.chalmers.se/en/departments/mv/education/doctoral-studies/). We are a joint department between Chalmers University of Technology and the University of Gothenburg, combining the best of two academic worlds in the heart of Gothenburg.
At the Division of Applied Mathematics and Statistics (link to:
https://www.chalmers.se/en/departments/mv/research/division-of-applied-mathematics-and-statistics/), we conduct research in computational mathematics, optimisation, biomathematics, statistics, and data science with strong connections to engineering, natural sciences, and industry.
About the research project
We are looking for a postdoc in life science artificial intelligence (AI). The position will focus on using AI, particularly multimodal transformer-based deep learning models, to extract and leverage information from genomic and chemical structures. Applications include infectious diseases and environmental toxicology. The positions are initially for two years, with the possibility of a one-year extension.
The position is interdisciplinary, combining state-of-the-art AI and data science with microbial genomics and chemoinformatics. The research will be done in the research group of Erik Kristiansson (
http://kristiansson-research.se) at Mathematical Sciences, Chalmers University of Technology, in close collaboration with the research group of Mikael Gustavsson, Department of Biological and Environmental Sciences, University of Gothenburg. The position will also be affiliated with the Centre for Antibiotic Resistance Research (
http://care.gu.se) and the Centre for Future Chemical Risk Assessment and Management Strategies (
http://fram.gu.seWho we are looking for
The following requirements are mandatory:
• A doctoral degree or an equivalent foreign degree in computer science, mathematics, statistics, bioinformatics, chemistry, or equivalent. This eligibility requirement must be met no later than the time the employment decision is made.
• Strong written and verbal communication skills in English
• The candidate should have previous experience with artificial intelligence and its application in the life sciences, preferably in microbial genomics.
• Strong programming skills in Python or an equivalent language.
• Strong communication skills and experience in working in a team.
The following experience will strengthen your application:
• Previous experience with transformers and their application to DNA and/or chemical structures is highly meritorious.
• Since the position is within an interdisciplinary research project, an interest in collaborative research is important.
What you will do
The primary responsibility of a postdoc is to conduct research within the scope of the project. You are expected to work independently, develop your own scientific concepts, write scientific manuscripts, and to share your research results with collaborators and at international conferences. The position may, on a voluntary basis, include teaching activities (up to 20%), for example supervision of Bachelor's and Master's students.
Contract terms
The position is a temporary full-time employment for two years.
The position requires physical presence throughout the entire employment. A valid residence permit must be presented by the start date, otherwise the offer may be withdrawn.
What we offer
• As a postdoc at Chalmers, you are an employee and enjoy all employee benefits. Read more about working at Chalmers and our benefits for employees.
• A dynamic and inspiring working environment in the coastal city of Gothenburg.
• Read more about Sweden's generous parental leave, subsidized day care, free schools, healthcare etc at Move To Gothenburg.
Chalmers is dedicated to improving gender balance and actively works with equality projects, such as the GENIE Initiative for gender equality and excellence. We celebrate diversity and consider equality and inclusion as fundamental aspects of all our activities.
If Swedish is not your native language, Chalmers offers Swedish courses to help you settle in.
Application procedure
The application should be written in English be attached as PDF-files, as below. Maximum size for each file is 40 MB. Please note that the system does not support Zip files.
CV
• A comprehensive CV, including a complete list of publications.
• Details of previous teaching and pedagogical experience.
Personal letter (max 2 pages)
• A brief introduction about yourself.
• A summary of your previous research fields and key research outcomes.
• An outline of your future goals and research focus.
Use the button at the foot of the page to reach the application form.
Please note: The applicant is responsible for ensuring that the application is complete. Incomplete applications and applications sent by email will not be considered. Contact details to references will be requested after the interview.
We welcome your application no later than April 29, 2026.
For questions please contact:
Prof Erik Kristiansson
Dr Irina Pettersson (head of unit, Applied Mathematics and Statistics)
We look forward to your application!
• ** Chalmers declines to consider all offers of further announcement publishing or other types of support for the recruiting process in connection with this position. ***
Ersättning Enligt kollektivavtal
Så ansöker du Sista dag att ansöka är 2026-04-29
Klicka på denna länk för att göra din ansökan Omfattning Detta är ett heltidsjobb.
Arbetsgivare Chalmers Tekniska Högskola AB (org.nr 556479-5598)
Jobbnummer 9827435