
While the performance of multimodal world models has significantly improved, they still lack commonsense abstraction and reasoning capabilities. These models fail to capture the causal aspects of the physical and social world. To address the grand challenge of commonsense abstraction and reasoning with multimodal world models, we will explore methods to enhance their robustness, abstraction, and visual grounding abilities. We will focus on learning explicit, effective abstractions from limited human-labeled data, serving as dynamic, neurosymbolic world models. Following cognitive principles, we will evaluate these methods on tasks that require commonsense reasoning over space, time, and causality.
This project is funded by the NWO AiNed talent project “Human-centric AI with common sense” of Dr. Filip Ilievski (Learning and Reasoning, VU Amsterdam). The Postdoc will be co-supervised by Dr. Filip Ilievski, Dr. Emile van Krieken (Learning and Reasoning, VU Amsterdam), and Prof. Cees Snoek (Video & Image Sense Lab, UvA). The Postdoc will be part of ELLIS Unit Amsterdam.
Your duties
As a university, we strive for equal opportunities for all, recognising that diversity takes many forms. We believe that diversity in all its complexity is invaluable for the quality of our teaching, research and service. We are always looking for talent with diverse backgrounds and experiences. This also means that we are committed to creating an inclusive community so that we can use diversity as an asset.
We realise that each individual brings a unique set of skills, expertise and mindset. Therefore we are happy to invite anyone who recognises themselves in the profile to apply, even if you do not meet all the requirements.
A challenging position in a socially engaged organisation. At VU Amsterdam, you contribute to education, research and service for a better world. And that is valuable. So in return for your efforts, we offer you:
We also offer you attractive fringe benefits and regulations. Some examples:
About the department
The VUA Department of Computer Science has approximately 250 members, including 50 tenured staff members and 40-50 PhD students. The tenured staff members form the basis for the functioning of the department. A tenured staff member is required to make significant contributions to the research and education programmes, and to spend effort on specific tasks at the department level.
Faculty of Science
Working at the Faculty of Science means collaborating with students, lecturers and researchers who are focused on their field, yet have a broad view of the world. We are proud of a positive and inclusive workplace culture within the faculty, where we work together with great energy and a pragmatic attitude to tackle social challenges. At the Faculty of Science, scientists and students work on fundamental and complex societal issues for a sustainable, healthy and just future.
From forest fires to big data, from obesity to malnutrition, from helium to the universe and from genetics to medicine: our education and research cover the full breadth of science, from molecules to mankind. Our academic education and research are highly experimental, technical and interdisciplinary in nature. That is why we collaborate extensively with leading scientific institutes and industry. The faculty has more than 8,000 students studying in one of the 39 programms and employs more than 1,400 staff across 10 scientific departments, making us one of the largest science faculties in the Netherlands.
Vrije Universiteit Amsterdam
Vrije Universiteit Amsterdam stands for values-driven education and research. We are open-minded experts with the ability to think freely - a broader mind. Maintaining an entrepreneurial perspective and concentrating on diversity, significance and humanity, we work on sustainable solutions with social impact. By joining forces, across the boundaries of disciplines, we work towards a better world for people and planet. Together we create a safe and respectful working and study climate, and an inspiring environment for education and research. Learn more about our codes of conduct
We are located on one physical campus, in the heart of Amsterdam's Zuidas business district, with excellent location and accessibility. Over 6,150 staff work at the VU and over 31,000 students attend academic education.
Diversity
Diversity is the driving force of VU Amsterdam. VU wants to be accessible and receptive to diversity in disciplines, cultures, ideas, nationalities, beliefs, preferences and worldviews. We believe that trust, respect, interest and differences lead to new insights and innovation, to sharpness and clarity, to excellence and a broader understanding.
We stand for an inclusive community and believe that diversity and internationalisation contribute to the quality of education, research and our services.
Therefore, we are always searching for people whose backgrounds and experience contribute to the diversity of the VU community.
Are you interested in this position? Please apply via the application button and upload your curriculum vitae and cover letter by 10/10/2026.
We strongly encourage women to apply. If two candidates are equally qualified, we will select a female candidate.
Vacancy questions
If you have any questions regarding this vacancy, you may contact:
Name: Filip Ilievski
Position: Assistant professor
E-mail: [email protected]
Relocation support
If you have any questions regarding moving to Amsterdam, and working at VU Amsterdam, you may contact:
International Staff Support: [email protected]
Applications received by e-mail will not be considered.
Acquisition in response to this advertisement is not appreciated.

While the performance of multimodal world models has significantly improved, they still lack commonsense abstraction and reasoning capabilities. These models fail to capture the causal aspects of the physical and social world. To address the grand challenge of commonsense abstraction and reasoning with multimodal world models, we will explore methods to enhance their robustness, abstraction, and visual grounding abilities. We will focus on learning explicit, effective abstractions from limited human-labeled data, serving as dynamic, neurosymbolic world models. Following cognitive principles, we will evaluate these methods on tasks that require commonsense reasoning over space, time, and causality.
This project is funded by the NWO AiNed talent project “Human-centric AI with common sense” of Dr. Filip Ilievski (Learning and Reasoning, VU Amsterdam). The Postdoc will be co-supervised by Dr. Filip Ilievski, Dr. Emile van Krieken (Learning and Reasoning, VU Amsterdam), and Prof. Cees Snoek (Video & Image Sense Lab, UvA). The Postdoc will be part of ELLIS Unit Amsterdam.
Your duties
As a university, we strive for equal opportunities for all, recognising that diversity takes many forms. We believe that diversity in all its complexity is invaluable for the quality of our teaching, research and service. We are always looking for talent with diverse backgrounds and experiences. This also means that we are committed to creating an inclusive community so that we can use diversity as an asset.
We realise that each individual brings a unique set of skills, expertise and mindset. Therefore we are happy to invite anyone who recognises themselves in the profile to apply, even if you do not meet all the requirements.
A challenging position in a socially engaged organisation. At VU Amsterdam, you contribute to education, research and service for a better world. And that is valuable. So in return for your efforts, we offer you:
We also offer you attractive fringe benefits and regulations. Some examples:
About the department
The VUA Department of Computer Science has approximately 250 members, including 50 tenured staff members and 40-50 PhD students. The tenured staff members form the basis for the functioning of the department. A tenured staff member is required to make significant contributions to the research and education programmes, and to spend effort on specific tasks at the department level.
Faculty of Science
Working at the Faculty of Science means collaborating with students, lecturers and researchers who are focused on their field, yet have a broad view of the world. We are proud of a positive and inclusive workplace culture within the faculty, where we work together with great energy and a pragmatic attitude to tackle social challenges. At the Faculty of Science, scientists and students work on fundamental and complex societal issues for a sustainable, healthy and just future.
From forest fires to big data, from obesity to malnutrition, from helium to the universe and from genetics to medicine: our education and research cover the full breadth of science, from molecules to mankind. Our academic education and research are highly experimental, technical and interdisciplinary in nature. That is why we collaborate extensively with leading scientific institutes and industry. The faculty has more than 8,000 students studying in one of the 39 programms and employs more than 1,400 staff across 10 scientific departments, making us one of the largest science faculties in the Netherlands.
Vrije Universiteit Amsterdam
Vrije Universiteit Amsterdam stands for values-driven education and research. We are open-minded experts with the ability to think freely - a broader mind. Maintaining an entrepreneurial perspective and concentrating on diversity, significance and humanity, we work on sustainable solutions with social impact. By joining forces, across the boundaries of disciplines, we work towards a better world for people and planet. Together we create a safe and respectful working and study climate, and an inspiring environment for education and research. Learn more about our codes of conduct
We are located on one physical campus, in the heart of Amsterdam's Zuidas business district, with excellent location and accessibility. Over 6,150 staff work at the VU and over 31,000 students attend academic education.
Diversity
Diversity is the driving force of VU Amsterdam. VU wants to be accessible and receptive to diversity in disciplines, cultures, ideas, nationalities, beliefs, preferences and worldviews. We believe that trust, respect, interest and differences lead to new insights and innovation, to sharpness and clarity, to excellence and a broader understanding.
We stand for an inclusive community and believe that diversity and internationalisation contribute to the quality of education, research and our services.
Therefore, we are always searching for people whose backgrounds and experience contribute to the diversity of the VU community.
Are you interested in this position? Please apply via the application button and upload your curriculum vitae and cover letter by 10/10/2026.
We strongly encourage women to apply. If two candidates are equally qualified, we will select a female candidate.
Vacancy questions
If you have any questions regarding this vacancy, you may contact:
Name: Filip Ilievski
Position: Assistant professor
E-mail: [email protected]
Relocation support
If you have any questions regarding moving to Amsterdam, and working at VU Amsterdam, you may contact:
International Staff Support: [email protected]
Applications received by e-mail will not be considered.
Acquisition in response to this advertisement is not appreciated.






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