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Postdoctoral Position (R2/R3). AI for next-generation biomarker discovery: foundation models for tissue spatial interconnections search

Centre de Visio per Computador -
Bellaterra, Barcelona provincia

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Detalles del empleo

Jornada completa

Cualificaciones

Español
Doctorado
Visión artificial
Inglés
Investigación
Machine learning
Deep learning
Habilidades organizativas
GitHub
Inteligencia artificial
Python

Descripción completa del empleo

Postdoctoral Position (R2/R3). AI for next-generation biomarker discovery: foundation models for tissue spatial interconnections search

Call Reference: 20260731-ATRAE

Application Deadline: Applications will be reviewed on a rolling basis until the position is filled.

ABOUT CVC

The Computer Vision Center (CVC) is a leading non-profit research center established in 1995 by the Government of Catalunya and the Universitat Autònoma de Barcelona (UAB). Our mission is to advance frontier research with the highest international impact in the field of computer vision, while fostering the transfer of knowledge and technology to industry and society.

Computer vision is one of the most dynamic areas of artificial intelligence, enabling machines to understand and interpret the visual world. At CVC, we combine scientific excellence with innovation, driving breakthroughs that address real-world challenges.

Over the years, we have built strong collaborations with industry partners worldwide, contributed to transformative technological developments, and supported the creation of successful spin-off companies. By joining CVC, you will become part of an international, multidisciplinary environment where cutting-edge research translates into meaningful impact.

DESCRIPTION OF THE RESEARCH PROJECT

CONTEXT: Cancer incidence is growing, and so is the arsenal of available oncological treatments. However, only a fraction of patients responds to the therapy. Biomarkers are biological indicators that can allow to identify patients that will, or will not, respond to a particular treatment. But patient selection based on currently available biomarkers often fail to detect responders and non-responders. As a result, most cancer patients are not receiving the right treatment and often only experience the side effects of toxic (and expensive) drugs.

DESCRIPTION: This project proposes the development of an AI-driven computational pathology framework to discover biomarkers from large-scale datasets of cancer patients with clinical, molecular and outcome data available (e.g., survival, cancer recurrence, response to treatment, etc.).

BENEFITS: We expect this framework to learn, discover and deliver novel biomarkers that can improve the way patients are selected in the clinic to receive oncological treatments. This will also advance our understanding of the mechanisms of interaction between multiple types of tissue and cells given a certain type of treatment, with potential impact in clinical practice and cancer research.

This position is linked to the project BIOEURECA: Next-gen biomarker discovery: foundation models for tissue spatial interconnections search, funded through the ATRAE 2025 call of the Spanish Ministry of Science, Innovation and Universities.

Ayuda ATR2025-164629 financiada por MICIU/AEI /10.13039/501100011033

PI & HOSTING GROUP

The successful candidate will join the newly established Computational Pathology Group led by Dr Francesco Ciompi. For scientific enquiries, please contact [email protected]

TASKS AND RESPONSIBILITIES

Work on development of novel vision-language foundation models for the analysis of digital pathology images.
Develop AI agents that use foundation models for the discovery of biomarkers
Work in a multidisciplinary team at local and international level, collaborating with AI researchers, engineers and pathologists, to develop and validate your models.
Join the nascent Computational Pathology Group Barcelona and contribute to set the foundation of its research.
Co-supervise PhD candidates working on related research activities.
Contribute to social activities in the group, enjoying your time in the vibrant city of Barcelona while developing yourself as a research group leader.

CANDIDATE PROFILE

We are looking for a creative and enthusiastic researcher with a PhD degree in a relevant field, such as medical image analysis, computer vision, or machine learning, with a clear interest in developing image analysis algorithms and an affinity with medical topics.

Good communication and organizational skills are essential. Experience with deep learning and programming, preferably in Python, are required and should be evident from your academic track record, including the (online) courses you've followed, your publications, GitHub account, etc.

We also value if you have experience in computational pathology research, and if you already have participated in research projects or academic works related to artificial intelligence. Experience in Agentic AI and Vision-Language Foundation Models will be a plus, but it is not mandatory.

Autonomy, critical thinking, motivation for research and a proficient level of English are also important.

This vacancy is open to candidates willing to further develop and establish their research line in computational pathology. We welcome application both from candidates at a career stage as recognized researcher (corresponding to an R2 level) and at a stage as established researcher (corresponding to an R3 level), willing to further develop their research agenda, secure competitive funding, and lead junior staff.

OFFER/CONDITIONS

The position will be located at Computer Vision Center (Campus Universitat Autònoma de Barcelona).
We offer a full-time contract (37.5h/week), an enjoyable work environment, an international and highly collaborative research environment, flexible working hours, and support to the relocation procedures.
Initial contract duration of up to four years, subject to project funding conditions.
Competitive salary according to qualifications, experience and CVC salary policies.
Expected starting date: Q4, 2026

HOSTING INSTITUTION

Computer Vision Center (CVC), www.cvc.uab.cat

This postdoc will join a new Computational Pathology Group in Barcelona, and develop this project at the CVC in close collaboration with the Vall d’Hebron Research Institute (VHIR, https://vhir.vallhebron.com/en ) in the Vall d’Hebron Hospital Barcelona Hospital Campus, and keeping a strong connection with the Computational Pathology Group of the Radboud University Medical Center in Nijmegen (Netherlands) (https://www.computationalpathologygroup.eu).

APPLICATIONS PROCEDURE

All applications must be sent through the online form and include a full CV and contact details.

For administrative or technical issues regarding the recruitment process, please contact [email protected]

OTM-R STATEMENT

CVC is committed to the principles of Open, Transparent and Merit-based Recruitment (OTM-R) across all its recruitment processes. In 2015, we were awarded the HR Excellence in Research seal by the European Commission.

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