Postdoctoral Position in Applied Mathematics: Lund University invites applications for a full-time postdoctoral position focused on advanced segmentation methods in applied mathematics. The position is based at the Centre for Mathematical Sciences within the Department of Computer Vision and Machine Learning (CVML). We seek candidates motivated to contribute to innovative research in machine learning, computer vision, and geometry.
Designation
Postdoctoral Researcher
Research Area
- Advanced Segmentation Methods
- Machine Learning Models for Microbe Detection
- Geometry and Statistics for Multimodal Data
- Computer Vision and Artificial Intelligence
Location
Lund University, Lund, Skåne County, Sweden
Eligibility/Qualification
- A PhD or an international degree deemed equivalent within the relevant subject area.
- Preference will be given to candidates who obtained their doctoral degree no more than three years before the application deadline. Earlier completion may be considered under special circumstances.
- Very good proficiency in English (oral and written).
- A strong ability to collaborate effectively.
- Motivated, proactive, capable of independent work as well as teamwork.
- Demonstrated persistence in research endeavors.
Job Description
The successful candidate will primarily focus on conducting research in the following areas:
- Development of machine learning models for microbe detection.
- Integration of morphological image data, biochemical signatures from Raman spectroscopy, and time-dependent signals using graph-based representations.
- Capture structural relationships through segmentation models adapted for microbial morphology and advanced statistical methods for high-dimensional data.
- The role may also involve teaching responsibilities not exceeding one-fifth of working time.
- Opportunities for university pedagogical training will be available.
How to Apply
Interested candidates should submit their applications in English, including:
- A CV with a list of publications.
- A personal letter detailing motivation for the position and alignment with research merits.
- A copy of the doctoral degree (or equivalent) and any relevant supporting documents (e.g., transcripts, reference details, recommendation letters).
Applications should be sent to the provided contact email.
Last Date to Apply
July 21, 2025
For further information about the position and the application process, please refer to the Lund University website or contact Alexandros Sopasakis at alexandros.sopasakis@math.lth.se.
