PhD position in probabilistic machine Learning
Are you passionate about probabilistic machine learning and its potential to address real-world scientific challenges? At Aalborg University, Denmark, we invite you to join a collaborative project at the intersection of advanced probabilistic machine learning and microbial bioscience. This position offers a unique opportunity for developing novel probabilistic ML methods with a view towards bioinformatics and modeling of the complex microbial communities that shape our word.
We are seeking a highly motivated post-doctoral researcher to develop scalable probabilistic machine learning models and algorithms for representation learning, uncertainty quantification, and model interpretability over large, heterogeneous datasets such as sequenced microbial DNA fragments coupled with auxiliary environmental data.
Starting date: August 15th, 2025, or soon thereafter.
Your work tasks
This position is part of the VILLUM Synergy project “Illuminating microbial dark matter through data science”, an exciting cross-disciplinary probabilistic machine learning project with applications in bioscience. As part of the project, you will be involved in
• Conducting original research in probabilistic machine learning, within the topics mentioned above, focusing on generative and Bayesian models relying on methods ranging from mathematics, algorithmic design, to implementation, and experimentation.
• Analyzing large-scale environmental datasets to recover and explore microbial genomes.
• Collaborating with researchers in computer science and biosciences to produce original and high-impact research.
• Publishing your findings in top-tier international conferences and journals within machine learning and computer science.
Your competencies
• M.sc in computer science, artificial intelligence, statistics, data science, or a closely related field.
• At least basic understanding in (probabilistic) machine learning.
• Solid programming skills and a collaborative mindset.
• Strong communication skills in English (written and oral).
Experience in interdisciplinary research is a plus!
Qualification requirements
PhD stipends are allocated to individuals who hold a Master's degree. PhD stipends are normally for a period of 3 years. It is a prerequisite for allocation of the stipend that the candidate will be enrolled as a PhD student at the Technical Doctoral School of IT and Design in accordance with the regulations of Ministerial Order No. 1039 of August 27, 2013 on the PhD Programme at the Universities and Certain Higher Artistic Educational Institutions. According to the Ministerial Order, the progress of the PhD student shall be assessed at regular points in time.
Who we are
Aalborg is a lively city with numerous cultural attractions. The area features relatively low cost of living, clean air, beautiful forests and beaches, and very good transportation infrastructure. For more information see https://www.visitaalborg.com/ .
The Computer Science Department at Aalborg University takes a leading international position within data management and verification. It is a very young university (1974) but with a strong international profile in Mathematics, Computer Science & Engineering, also hosting the two most highly cited Computer Scientists of the country.
The department has a strong profile within artificial intelligence and machine learning. The AI-ML team at the department is a multidisciplinary group of researchers working on various aspects of AI and machine learning. The group gathers more than 40 researchers, covering diverse aspects of machine learning ranging from methodological developments to application-oriented research.
For further information, please contact Katja Hose (khose@cs.aau.dk), Andres Masegosa (arma@cs.aau.dk), or Thomas Dyhre Nielsen (tdn@cs.aau.dk).
How to apply
Your application must include the following:
o Application, stating reasons for applying and qualifications in relation to the position,
o Curriculum Vitae (CV)
o Diplomas (bachelor and master's degree diploma)
o Other relevant documents
The application must be submitted via Aalborg University’s recruitment system, which can be accessed under the job advertisement on Aalborg University's website.
Aalborg University wants to reflect the surrounding society and has diversity as a core value. Therefore, everyone, regardless of personal background and orientation, is encouraged to apply for the position.
Further information
Read more about our recruitment process here
The assessment of candidates for the position will be carried out by qualified experts.
Shortlisting will be applied. This means that after the application deadline, the head of the department, with the assistance of the hiring committee, will select the applicants to be assessed. All applicants will be informed whether they have been shortlisted for assessment or not.
The hiring process at Aalborg University may include a risk assessment as a tool to identify potential risks associated with new hires, ensuring the safety, compliance, and integrity of the workplace.
Read more about The Technical Doctoral School of IT and Design
Salary and terms of employment
The employment is in accordance with the Ministerial Order on the Appointment of Academic Staff at Universities (the Appointment Order) and the Ministerial Order on Job Structure for Academic Staff at Universities (only in Danish).
Salary and terms of employment are in accordance with the collective agreement between the Danish Confederation of Professional Associations and the state (AC collective agreement) (only in Danish).
Aalborg University is an international workplace with more than 3,700 employees. We offer real-world-oriented education and create world-class research results through collaboration between researchers, students, and public and private companies. This is how we achieve insights, new solutions to societal problems, and knowledge that changes the world. Our main campus is in Aalborg, but we also have campuses in Esbjerg and Copenhagen.
Aalborg University - Knowledge for the world
Aalborg University is an international workplace with more than 3,700 employees. We offer real-world-oriented education and create world-class research results through collaboration between researchers, students, and public and private companies. This is how we achieve insights, new solutions to societal problems, and knowledge that changes the world. Our main campus is in Aalborg, but we also have campuses in Esbjerg and Copenhagen.
INFORMATIONER OM STILLINGEN:
- Arbejdspladsen ligger i:
Aalborg Kommune
-Virksomheden tilbyder:
-Arbejdsgiver:
Aalborg Universitet, Selma Lagerløfs Vej, 9220 Aalborg Øst
-Ansøgning:
Ansøgningsfrist: 09-06-2025;
Se mere her: https://job.jobnet.dk/CV/FindWork/Details/a658fe0b-1ada-48d7-9f06-3e6973005347
