Umeå universitet, Medicinska fakulteten

Umeå University is one of Sweden’s largest higher education institutions with over 37,000 students and about 4,700 employees. The University offers a diversity of high-quality education and world-leading research in several fields. Notably, the groundbreaking discovery of the CRISPR-Cas9 gene-editing tool, which was awarded the Nobel Prize in Chemistry, was made here. At Umeå University, everything is close. Our cohesive campuses make it easy to meet, work together and exchange knowledge, which promotes a dynamic and open culture.

The ongoing societal transformation and large green investments in northern Sweden create enormous opportunities and complex challenges. For Umeå University, conducting research about – and in the middle of – a society in transition is key. We also take pride in delivering education to enable regions to expand quickly and sustainably. In fact, the future is made here.

Are you interested in learning more? Read about Umeå university as a workplace

We are reqruiting a full time post-doc to the department och diagnostics and intervention for a period of 2 years to work in a multi-professional international team with automatization of radiotherapy treatment planning.

Description of the project

The project aims to develop methods for automated dose planning in radiotherapy with the goal of enabling fully adaptive radiotherapy. The work is based on deep learning, where models are trained on generated or clinical data. The project is carried out in interdisciplinary collaboration with several senior researchers, doctoral students, and in close cooperation with a research group in Vienna.

As a postdoctoral researcher you will work with data management and deep learning.
Other administrative duties may also be included.

Work responsibilities

As a postdoctoral researcher you will work with data management and deep learning.
Other administrative duties may also be included.

Eligibility

A person who has been awarded a doctorate or a foreign qualification deemed to be the equivalent of a doctorate in mathematics or computer science or comparible is eligible for appointment as postdoctoral researcher. This eligibility requirement must be met no later than the time at which the appointment decision is made.

Since communication within the research group largely takes place in English, you should have a very good ability to communicate in English, both orally and in writing.
You should have good communication and administrative skills, as the project involves many different parties. Strong scientific motivation is expected. Great importance will be attached to personal suitability.

Additional useful qualifications

Since appointment as a postdoctoral researcher is a career-development position for junior researchers, we are primarily interested in applicants who completed their doctoral degree no more than three years before the application deadline. If there are special reasons, an applicant who has completed their degree earlier than that may be considered. Special reasons include absence due to illness, parental leave, clinical practice, appointments of trust for a trade union organisation or other similar circumstances, and for relevant duties/assignments within the subject area.

It is meritorious if you have specific experience working with medical images, experience working with the PyTorch framework, documented ability to develop algorithms and implement them in efficient code, and experience in statistical modeling, optimization or numerical methods, as well as experience in radiotherapy.

More information about the position

The appointment is a full-time, fixed-term position for two years in accordance with the terms of contract for fixed-term employment as a postdoctoral researcher.

Application

The application must include:

  • A brief description of your research interests and a statement describing why you are interested in the position.
  • CV
  • List of publications
  • Degree certificate from doctoral studies and other relevant degrees
  • Contact details of two reference persons

The application must be written in Swedish or English. The application must be made via our e-recruitment system Varbi and must be received latest 27 February 2026.

 

We look forward to receiving your application!

 

Type of employment Temporary position
Contract type Full time
First day of employment According to agreement
Salary Monthly.
Number of positions 1
Full-time equivalent 100
City Umeå
County Västerbottens län
Country Sweden
Reference number AN 2.2.1-84-26
Contact
  • Tufve Nyholm, professor, 090-7858432
Union representative
  • SACO, 090-7865365
  • SEKO, 090-7865296
  • ST, 090-7865431
Published 23.Jan.2026
Last application date 27.Feb.2026
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