Doctoral student in Kernel-based multi-task learning

Publiceringsdatum: 2026-02-27

Chalmers Tekniska Högskola AB är på jakt efter en skicklig doktorand och du kan vara rätt person för jobbet. Om du vill arbeta heltid hos Chalmers Tekniska Högskola AB, har de just nu en tjänst 6 månader eller längre som kan passa dig. Göteborg är platsen där detta jobb har sin tjänsteort.

Företaget Chalmers Tekniska Högskola AB erbjuder just nu spännande karriärmöjligheter. Om du vill jobba som doktorand har de nu ett ledigt jobb - kolla in annonsen för att se om du har rätt erfarenhet. Bli en del av Chalmers Tekniska Högskola AB genom att ansöka till jobbet som doktorand senast onsdag den femtonde april 2026.

Jobbannons

We are looking for a Doctoral student to become part of our team in the Division of Systems and Control at the Department of Electrical Engineering. Join our innovative team and contribute to exciting research in learning and control in a collaborative and dynamic environment.  

About us 

At the department of Electrical Engineering research and education are performed in the areas of Communications, Antennas and Optical Networks, Systems and Control, Signal processing and Biomedical engineering, and Electric Power Engineering. We work with sustainable and smart solutions to societal challenges, such as energy efficiency and electrification in areas ranging from transport and production systems to communication solutions and biomedical engineering.

You will join a group within the Automatic Control unit of the Systems and Control division focusing on data-driven control methodologies.

About the research project  

In many scenarios (arising, e.g., in biomedical systems), performing system identification is challenging due to the system complexity and the limited data-set size; however, often data coming from related, similar scenarios might be available. In view of this, the goal of this project is to advance the theory and practice of multi-task learning. The problem will be framed in the context of kernel-based methods for identification, aiming for a principled representation of task-relatedness; derivation of uncertainty bounds; and a rigorous analysis of learning rates.

Who we are looking for

The following requirements are mandatory:

• To qualify as a Doctoral student, you must have a Master's degree (masterexamen) of 120 credits or a Master’s degree (magisterexamen) of 60 credits* in Engineering or Applied Mathematics, preferably with a major in automatic control or similar 
• Strong written and verbal communication skills in English 
• for students with an education earned outside of Sweden, a 4-year Bachelor’s degree is accepted. 

The following experience will strengthen your application: 

• Experience in system identification and machine learning is a merit.

What you will do

• Perform research, developing your own scientific concepts and communicating the results verbally and in writing
• Take courses at an advanced level within the Graduate school of Electrical Engineering
• The position generally also includes teaching on Chalmers' undergraduate level or performing other duties corresponding to 20 percent of working hours
• As a WASP student you will also be part of a graduate school network across leading Swedish universities, offering specialized courses for AI, extra training, study visits and conferences broadening your skills.

Contract terms  

• The Doctoral student positions are fully funded from start. 
• The position is a fixed-term appointment of four years, with the possibility to teach up to 20%, which extends the position up to five years. 
• A starting salary of 34,550 SEK per month (valid from May 25, 2025). 
• Doctoral studies require physical presence throughout the entire study period. A valid residence permit must be presented by the study start date; otherwise the admission may be withdrawn. 

What we offer 

• As a Doctoral student 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. 

If Swedish is not your native language, Chalmers offers Swedish courses to help you settle in.

Find more general information about doctoral studies at Chalmers here.  

Application procedure 

The application should be written in English and 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 

Personal letter 

• A brief introduction about yourself. 
• A brief motivation as to why you are interested in this position. 

Bachelor’s and, if available, master’s thesis together with the transcripts. 

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 15, 2026.  

For questions, please contact:  

Anna Scampicchio

Assistant Professor

anna.scampicchio@chalmers.se

• ** Chalmers declines to consider all offers of further announcement publishing or other types of support for the recruiting process in connection with this position. ***  

 Chalmers University of Technology in Gothenburg conducts research and education in technology and natural sciences at a high international level. The university has 3100 employees and 10,000 students, and offers education in engineering, science, shipping and architecture. With scientific excellence as a basis, Chalmers promotes knowledge and technical solutions for a sustainable world. Through global commitment and entrepreneurship, we foster an innovative spirit, in close collaboration with wider society. 

Chalmers was founded in 1829 and has the same motto today as it did then: Avancez – forward.