Multimodal Intelligence for Adaptive Decision-Making at IT University of Copenhagen
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Multimodal Intelligence for Adaptive Decision-Making at IT University of Copenhagen
The IT University of Copenhagen invites highly motivated individuals to apply for a PhD position starting in February 2026 or soon thereafter.
We invite applicants who want to contribute to the IT University's vision of creating and sharing knowledge that is profound and leads to ground-breaking information technology and services for the benefit of humanity.
Job description
This PhD project aims to develop and integrate large language model (LLM)-based AI modules into simulated environments to improve strategic and tactical decision-making. The work focuses on combining LLMs with multimodal contextual data such as images, videos, and sensor streams. These data will be used to enrich the LLMs’ situational understanding, enabling real-time optimisation of decisions through an interactive human–machine interface combining chat-based and multimodal analysis.
The PhD candidate will contribute to the design of a scalable database for multi-source agent data, the development of an LLM-integrated interface for strategic recommendations, and the evaluation of scalability and performance as the number of autonomous agents grows. The research will involve simulation-based validation of the system’s adaptability and robustness in diverse tactical and environmental scenarios.
The candidate should have experience in some of the following topics:
The IT University of Copenhagen (ITU) is a teaching and research-based university specializing in information technology (IT) and the opportunities it offers. The IT University has more than 160 full-time Faculty members. Research and teaching in information technology span all academic activities which involve computers including computer science, information and media sciences, humanities and social sciences, business impact and the commercialization of IT.
Research at the IT University of Copenhagen
Our research is organized through dynamic research groups, centers, hubs, and labs that promote collaboration across disciplines. These units explore complex challenges at the intersection of people, technology, and society, contributing both to fundamental insights and practical solutions. At ITU, we see research as a shared endeavor – open, critically engaged, and rooted in dialogue with academic communities, industry, and the public sector. We actively pursue international partnerships and networks, and our interdisciplinary approach ensures that our research not only advances knowledge but also generates impact beyond academia.
Teaching at the IT University of Copenhagen
ITU currently offers four BSc degrees, six MSc degrees and one professional master’s degree, spanning across these disciplines. ITU's educations are extremely sought after and produces qualified graduates who are in high demand from the job market.
Working at the IT University
Located in modern architecture, a 6-minute metro ride from the center of Copenhagen, the IT University offers an informal working environment, a varied everyday life, and a highly motivated, innovative, skilled, and diverse international faculty, with PhD degrees from more than 20 different countries. The IT University is an equal opportunity employer and prides itself in actively pursuing an improved gender balance among students and among faculty.
Working in Copenhagen
Copenhagen has a solid educational system, a rich cultural life, universal healthcare, good childcare, and well-functioning infrastructure. Copenhagen is consistently ranked among the world’s most livable cities according to the Economist Global Liveability Index. Living and working in Copenhagen will typically be a great experience for you and your family.
Salary and terms of employment
Appointment and salary will be in accordance with the Ministry of Taxation’s agreement with the Danish Confederation of Professional Associations (AC) and job structure for academic staff at universities.
Qualification Requirements
The following qualifications are required:
Application
The application and all other documents ought to be in English and must include:
Please read the guidelines for applicants carefully before filling in the application form. You can see the guidelines through this link.
The applicant will be accessed according to the Appointment Order from the Ministry of Science, Technology and Innovation of 13 March 2012.
The IT University may use shortlisting in connection to the recruitment process. In case of shortlisting, the Chair of the hiring committee selects applicants for assessment in consultation with the hiring committee after the application deadline. All applicants are notified whether their application has been passed for assessment. The shortlisting of candidates for assessment is based on the criteria in the job posting.
Further information
Questions about the positions can be directed to Professor Sebastian Risi, IT University of Copenhagen, sebr@itu.dk. Early contact with our faculty staff is encouraged.
Questions related to the application procedure may be directed to HR, hr@itu.dk.
Application procedure
You can only apply for this position through our e-recruitment system. Apply by pressing the button "Apply for position" in the job announcement on our website.
The IT University might upon request in the interview process contact 1-2 references.
Application deadline: 19th of November, at 23:59 CET.
Applications/enclosures received at ITU after the application deadline will not be taken into consideration. If you submit an application, it is your responsibility to ensure that it arrives before the deadline so please allow sufficient time for the upload of publications and other documents.
At The IT University of Copenhagen, we have an international environment and view diversity as a valuable resource. We are committed to ensuring an inclusive working environment for all our employees and encourage all qualified applicants, regardless of age, gender, religious affiliation, or ethnic background to apply for the position.
We invite applicants who want to contribute to the IT University's vision of creating and sharing knowledge that is profound and leads to ground-breaking information technology and services for the benefit of humanity.
Job description
This PhD project aims to develop and integrate large language model (LLM)-based AI modules into simulated environments to improve strategic and tactical decision-making. The work focuses on combining LLMs with multimodal contextual data such as images, videos, and sensor streams. These data will be used to enrich the LLMs’ situational understanding, enabling real-time optimisation of decisions through an interactive human–machine interface combining chat-based and multimodal analysis.
The PhD candidate will contribute to the design of a scalable database for multi-source agent data, the development of an LLM-integrated interface for strategic recommendations, and the evaluation of scalability and performance as the number of autonomous agents grows. The research will involve simulation-based validation of the system’s adaptability and robustness in diverse tactical and environmental scenarios.
The candidate should have experience in some of the following topics:
- Large language models
- Deep reinforcement learning
- Simulation environments
The IT University of Copenhagen (ITU) is a teaching and research-based university specializing in information technology (IT) and the opportunities it offers. The IT University has more than 160 full-time Faculty members. Research and teaching in information technology span all academic activities which involve computers including computer science, information and media sciences, humanities and social sciences, business impact and the commercialization of IT.
Research at the IT University of Copenhagen
Our research is organized through dynamic research groups, centers, hubs, and labs that promote collaboration across disciplines. These units explore complex challenges at the intersection of people, technology, and society, contributing both to fundamental insights and practical solutions. At ITU, we see research as a shared endeavor – open, critically engaged, and rooted in dialogue with academic communities, industry, and the public sector. We actively pursue international partnerships and networks, and our interdisciplinary approach ensures that our research not only advances knowledge but also generates impact beyond academia.
Teaching at the IT University of Copenhagen
ITU currently offers four BSc degrees, six MSc degrees and one professional master’s degree, spanning across these disciplines. ITU's educations are extremely sought after and produces qualified graduates who are in high demand from the job market.
Working at the IT University
Located in modern architecture, a 6-minute metro ride from the center of Copenhagen, the IT University offers an informal working environment, a varied everyday life, and a highly motivated, innovative, skilled, and diverse international faculty, with PhD degrees from more than 20 different countries. The IT University is an equal opportunity employer and prides itself in actively pursuing an improved gender balance among students and among faculty.
Working in Copenhagen
Copenhagen has a solid educational system, a rich cultural life, universal healthcare, good childcare, and well-functioning infrastructure. Copenhagen is consistently ranked among the world’s most livable cities according to the Economist Global Liveability Index. Living and working in Copenhagen will typically be a great experience for you and your family.
Salary and terms of employment
Appointment and salary will be in accordance with the Ministry of Taxation’s agreement with the Danish Confederation of Professional Associations (AC) and job structure for academic staff at universities.
Qualification Requirements
The following qualifications are required:
- 3-year programme: candidates should have an MSc (or equivalent)
- 4-year programme: candidates should have a BSc and one year of university studies on Master level
Application
The application and all other documents ought to be in English and must include:
- A motivated application (cover letter), including a detailed description of your qualifications
- A full CV, including name, address, phone number, e-mail, previous and present employment and academic background
- Documentation of academic degrees (copy of degree certificates etc.)
- A statement of purpose, which provides evidence of independent thinking, novelty and originality, of the targeted research field matching the project description
- Documentation of English proficiency (see link below to the PhD Admission Requirements)
- Relevant scientific publications or/and master thesis written by the applicant (Not required but optional)
Please read the guidelines for applicants carefully before filling in the application form. You can see the guidelines through this link.
The applicant will be accessed according to the Appointment Order from the Ministry of Science, Technology and Innovation of 13 March 2012.
The IT University may use shortlisting in connection to the recruitment process. In case of shortlisting, the Chair of the hiring committee selects applicants for assessment in consultation with the hiring committee after the application deadline. All applicants are notified whether their application has been passed for assessment. The shortlisting of candidates for assessment is based on the criteria in the job posting.
Further information
Questions about the positions can be directed to Professor Sebastian Risi, IT University of Copenhagen, sebr@itu.dk. Early contact with our faculty staff is encouraged.
Questions related to the application procedure may be directed to HR, hr@itu.dk.
Application procedure
You can only apply for this position through our e-recruitment system. Apply by pressing the button "Apply for position" in the job announcement on our website.
The IT University might upon request in the interview process contact 1-2 references.
Application deadline: 19th of November, at 23:59 CET.
Applications/enclosures received at ITU after the application deadline will not be taken into consideration. If you submit an application, it is your responsibility to ensure that it arrives before the deadline so please allow sufficient time for the upload of publications and other documents.
At The IT University of Copenhagen, we have an international environment and view diversity as a valuable resource. We are committed to ensuring an inclusive working environment for all our employees and encourage all qualified applicants, regardless of age, gender, religious affiliation, or ethnic background to apply for the position.