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Arto Klami

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Postdoc and PhD positions in probabilistic knowledge modeling and AI-assisted healthcare decision-making University of Helsinki in Finland

Degree Level

PhD, Postdoc

Field of study

Computer Science

Funding

Positions are research appointments within the University of Helsinki and ELLIS Institute Finland / FINe-Health Foundry consortium. The post does not specify stipend, salary, or tuition details, but it is presented as funded academic openings rather than self-funded study.

Deadline

Sep 21, 2026

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Country

Finland

University

University of Helsinki

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Keywords

Computer Science
Artificial Intelligence
Probabilistic Modeling
Medical Science
Salud Pública
Statistics
Decision Support System
Electronic Health Record
Large Language Models
ML

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About this position

Arto Klami at the University of Helsinki and ELLIS Institute Finland is recruiting two postdocs and one PhD student for research at the intersection of computer science, statistics, and medical science.

One postdoc project focuses on prior elicitation and specification, with the goal of quantifying human and LLM knowledge in probabilistic terms and using that information to build better models. A second opportunity is tied to the FINe-Health Foundry consortium and centers on AI-assisted decision-making for healthcare. This project develops a nation-wide foundation model grounded on electronic health records and studies how experts can best use such models in concrete decision-making tasks.

The post is especially relevant for candidates interested in machine learning, large language models, probabilistic modeling, foundation models, and healthcare decision support. The announcement explicitly mentions both postdoctoral and doctoral openings.

Applications are submitted through the joint ELLIS Institute Finland Call. The deadline is September 21, 2026. Interested applicants should review the detailed position information and apply via the linked call page.

Funding details

Positions are research appointments within the University of Helsinki and ELLIS Institute Finland / FINe-Health Foundry consortium. The post does not specify stipend, salary, or tuition details, but it is presented as funded academic openings rather than self-funded study.

What's required

Applicants should be interested in research on probabilistic modeling, large language models, AI-assisted decision-making, and healthcare applications. The post is open to two postdocs and one PhD student; no further formal requirements are stated in the post.

How to apply

Read the position details via the linked ELLIS Institute Finland page. Submit applications through the joint ELLIS Institute Finland call before the deadline. Use the application portal linked in the post.

More information can be found here

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