PhD Fellow in Decision Making: The University of Bergen (UiB) is seeking a highly motivated PhD Research Fellow in Causal Decision Making to join the Department of Informatics. This position offers an exciting opportunity to contribute to cutting-edge research in machine learning, with a focus on causality and decision-making processes. The fellowship is for a fixed-term period of 3 years, with the possibility of a 4th year involving teaching duties.
Designation:
PhD Research Fellow
Research Area:
Causal Decision Making, Machine Learning, Causality, Reinforcement Learning
Location:
Department of Informatics, University of Bergen, Thormøhlensgate 55, 5006 Bergen, Norway
Eligibility/Qualification:
- A master’s degree or equivalent in computer science, statistics, or mathematics. Candidates must have submitted their master’s thesis for assessment prior to the application deadline.
- Strong mathematical background and programming skills are required.
- Experience in machine learning, causality, and reinforcement learning is advantageous.
- Proficiency in written and oral English is essential.
- Ability to work independently and collaboratively.
- Personal and relational qualities, ambitions, and potential will be emphasized.
Job Description: The PhD project will explore how causal models can be learned and utilized in decision-making scenarios. Research directions include theoretical studies on the relationships between models and their guarantees, as well as methodological research on designing novel algorithms for improved decision-making. The fellowship includes participation in an approved PhD educational program and may involve teaching duties depending on the department’s needs.
How to Apply: Applicants must submit:
- A brief account of research interests and motivation for applying, explicitly related to causality and decision making.
- Names and contact information for two referees, including the main advisor for the master’s thesis.
- CV.
- Transcripts and diplomas for bachelor’s and master’s degrees (or a statement confirming the master’s thesis submission).
- Relevant certificates and references.
- A digital copy of the master’s thesis (if available).
- Documentation of proficiency in English (if required).
- A list of any scientific publications.
Applications must be uploaded through Jobbnorge with certified translations into English or a Scandinavian language.
Contact Information:
- For detailed information, contact Associate Professor Fabio Massimo Zennaro (fm.zennaro@uib.no) or Head of Department Inge Jonassen (inge.jonassen@uib.no).
- For HR-related queries, contact Karoline Christiansen (karoline.christiansen@uib.no).
Last Date for Application:
11th August 2024
Additional Information:
- Salary is in accordance with the state salary scale for PhD research fellows (code 1017), starting at NOK 540,500 annually.
- Enrollment in the Norwegian Public Service Pension Fund and access to welfare benefits.
- UiB values diversity and encourages qualified individuals of all backgrounds to apply. Special consideration is given to applicants with disabilities, immigrant backgrounds, or gaps in their CV.
- Information about applicants may be made public, and the successful applicant must comply with UiB guidelines.
Join UiB and contribute to building a knowledge-based society through innovative research in causal decision-making!
