Summary
The Institute of Molecular Genetics of Montpellier (IGMM) is seeking a motivated postdoctoral researcher to join the AI for Genome Interpretation (AI4GI) group. This position focuses on developing innovative machine learning methods for bioinformatics, particularly in the realm of genome interpretation.
Postdoctoral Position in Machine Learning and Deep Learning Methods in Genetics and Bioinformatics, Montpellier, France
Designation
Postdoctoral Researcher (FTC)
Table of Job Details
| Detail | Information |
|---|---|
| Contract Duration | 12 months (renewable for up to 36 months based on evaluation) |
| Working Hours | Full-Time |
| Location | Montpellier, France |
| Salary | From €3072 gross monthly, depending on experience |
| Application Deadline | 19 May 2026, 23:59 |
Research Area
Mathematics and Mathematical Interactions
Eligibility/Qualification
- PhD in Bioinformatics, Computer Science, Mathematics, Physics, or related fields.
- A strong background in machine learning, particularly neural networks.
- Proficiency in programming (Python, PyTorch, NumPy).
- Basic understanding of genetics and biology is preferred.
- Minimum English level of B2 required.
Job Description
The candidate will engage in the following activities:
- Familiarizing with existing research and methods for genome interpretation.
- Handling sequencing data and its pre-processing.
- Studying DNA Large Language Models (LLMs) and developing integration solutions into neural network architectures.
- Creating and implementing algorithms and neural networks for structured output predictions.
- Developing interpretation methods for neural network predictions, including concept-based activation and counterfactual analyses.
How to Apply
Interested candidates should submit their applications in English, including a CV and a cover letter, highlighting their relevant experience and motivation for the position.
Last Date for Apply
19 May 2026, 23:59
