Postdoc Position in Probabilistic Machine Learning: Aalborg University, Denmark, invites applications for a postdoctoral position focused on probabilistic machine learning. This role is part of an interdisciplinary project at the intersection of machine learning and microbial bioscience, aiming to develop novel algorithms for analyzing complex environmental datasets.
Designation:
Postdoctoral Researcher
Research Area:
Probabilistic Machine Learning, Bioinformatics, Microbial Bioscience
Location:
Aalborg University, Aalborg, Denmark
Eligibility/Qualification:
- PhD in Computer Science, Statistics, Data Science, or a closely related field.
- Expertise in probabilistic machine learning, preferably in generative and Bayesian models.
- Strong publication record in relevant fields.
- Solid programming skills and a collaborative mindset.
- Excellent communication skills in English (both written and oral).
Job Description:
As a postdoctoral researcher, you will be involved in developing scalable probabilistic machine learning models and algorithms for representation learning, uncertainty quantification, and model interpretability over extensive datasets, which include sequenced microbial DNA fragments and environmental data. Key responsibilities include:
- Conducting original research in probabilistic machine learning focused on generative and Bayesian models.
- Analyzing large-scale datasets to recover and explore microbial genomes.
- Collaborating with researchers across disciplines to produce impactful publications.
- Presenting findings in top-tier international conferences and journals.
This position is part of the VILLUM Synergy project “Illuminating microbial dark matter through data science” and is initially for one year, with the possibility of extension based on mutual agreement. The desired starting date is August 15, 2025, or soon thereafter.
How to Apply:
Interested candidates should submit the following documents through Aalborg University’s recruitment system:
- Application letter stating reasons for applying, qualifications related to the position, and visions for the role.
- Curriculum Vitae (CV).
- Diplomas and relevant transcripts.
- A list of publications with a maximum of five attached publications.
- Documentation of dissemination qualifications (e.g., committee participation).
- References/recommendations.
Last Date to Apply:
June 9, 2025
For further information, please contact:
- Abdulkadir Celikkanat: abce@cs.aau.dk
- Katja Hose: khose@cs.aau.dk
- Andres Masegosa: arma@cs.aau.dk
- Thomas Dyhre Nielsen: tdn@cs.aau.dk
Aalborg University encourages applications from all qualified individuals, irrespective of personal background and orientation.
