NOVA Information Management School (IMS), located in Lisbon, Portugal, is seeking talented postdoctoral researchers interested in applying for the Marie Skłodowska-Curie Postdoctoral Fellowships (Marie Curie PF) with MagIC as their host institution. Please learn about our call for expression of interest: MagIC MSCA-PF 2026. 

Supervisor: Mauro Castelli

Project: Unified Deep Learning and LLM Frameworks for Reasoning over Structured and Unstructured Data.This project proposes a hybrid architecture combining deep neural networks and pretrained LLMs to jointly reason over tabular, textual, and visual data. The research will develop multimodal embeddings that preserve structure-awareness while retaining language generalization capabilities. The fellow will focus on training regimes that enable cross-domain reasoning and few-shot generalization. This project addresses a key open issue: how to achieve integrated understanding across heterogeneous data type.

Why Choose MagIC Research Centre? Operating at the vanguard of Information Management, MagIC employs a rigorous interdisciplinary framework to analyse how information interacts with human and organizational structures. We are committed to advancing the field through the development of robust models and methods that optimize decision-making processes, ultimately driving progress for individuals and institutions alike.
Our strength lies in the robust synergy between our Management and Data Science Research Streams, which work together to address key impact areas.
Join MagIC to advance your research in a truly international and multidisciplinary setting. We focus on research excellence with a clear goal: creating a lasting impact that reaches beyond academia and into the real world.

What We Seek in Candidates? We are looking for talented researchers with a strong scientific background in our research areas. You should have an excellent research track record, be enthusiastic, academically curious, and open to diverse research approaches.

Interested? Apply Now! MagIC's research management team has extensive experience in supporting grant applications. We'll help you with: (1) Finding the best supervisor for your application; (2) Clarifying any doubts you have about the application form; and (3) Providing strategic guidance on crafting a successful application. 

If you're interested in any of our research streams, submit your CV and proposal abstract to magic@novaims.unl.pt by 17 July 2026.