M2 Genomics Informatics Mathematics and Artificial Intelligence for Health and Environment (GENIOMHE)
The GENIOMHE-AI Master's degree trains specialists in research and development in the field of Bioinformatics for genomics and precision medicine. This program allows students to master algorithmics, various programming languages and techniques, as well as advanced techniques in data science, artificial intelligence, statistics, and databases for analyzing massive data.
The GENIOMHE-AI Master's degree program consists of a set of teaching units organized into several blocks: Advanced Genomics, Computer Science for Big Data, Data Science and Artificial Intelligence for Precision Medicine, and Computational Systems and Structural Biology. Optional teaching units will also be offered, such as an introduction to entrepreneurship.
Students will have various projects to carry out, within each of the teaching units and through cross-disciplinary work. They will also have the opportunity to attend keynote lectures.
The second semester of the academic year (starting in January) is devoted to a 5-6 month internship in an academic research laboratory or a company.
Informations
Skills
Develop and use advanced techniques in computer science, data science and artificial intelligence for the analysis of massive genomic data, particularly in the context of precision medicine.
Objectives
This master's degree is a multidisciplinary training program that allows students to: understand the complex and diverse challenges of biology in order to meet current research and innovation needs in academic research, the biotechnology industry, the pharmaceutical industry and health; meet the new challenges related to precision medicine made possible by the rapid and massive production of genomic data; meet the challenges of using artificial intelligence in the health fields; master biomedical data analysis and modeling techniques; be autonomous in managing application development projects in various programming languages, and propose innovative IT solutions.
Career Opportunities
Career prospects
Après Master + Doctorat : chercheur ou enseignant-chercheur
Expert science des données
Expert en gestion de données
Gestionnaire de plateforme
Ingénieur Bioinformaticien (Recherche et Développement)
Après un Master : Data scientist
Après un Master : Spécialiste en intelligence artificielle (IA)
Ingénieur de recherche ou d'études
enseignant.e-chercheur.se (après un doctorat)
data scientist
Consultant·e
Further Study Opportunities
Chercheur/chercheuse en R&D ou expert·e en modélisation et analyse de données dans des entreprises ou laboratoires de pointe.
Data Scientist, Data Analyst, Ingénieur·e en Machine Learning dans des secteurs innovants (tech, finance, santé, énergie, etc.) ;
Doctorat
Doctorat en Bioinformatique
domaines de l’apprentissage statistique, de l’intelligence artificielle ou de l’analyse de données avancée
Ingénierie études, recherche et développement
Les étudiants titulaires d’un M2 ont la possibilité de poursuivre dans la recherche en doctorat
PhD
Poursuite en thèse en apprentissage statistique, mathématiques appliquées ou intelligence artificielle ;
Thèse de doctorat
Fees and scholarships
The amounts may vary depending on the programme and your personal circumstances.
Capacity
Available Places
Target Audience and Entry Requirements
Students who have validated an M1 in bioinformatics (M1 GENIOMHE-AI or other) or a mono-disciplinary master's degree in computer science or biology with proven skills and real motivations for bioinformatics.
Application Period(s)
From 15/01/2026 to 15/07/2026
Supporting documents
Compulsory supporting documents
Motivation letter.
All transcripts of the years / semesters validated since the high school diploma at the date of application.
Certificate of English level.
Selection sheet for continuation in M2 to download on this web page.
Curriculum Vitae.
Detailed description and hourly volume of courses taken since the beginning of the university program.
Additional supporting documents
VAP file (obligatory for all persons requesting a valuation of the assets to enter the diploma).
Supporting documents :
- Residence permit stating the country of residence of the first country
- Or receipt of request stating the country of first asylum
- Or document from the UNHCR granting refugee status
- Or receipt of refugee status request delivered in France
- Or residence permit stating the refugee status delivered in France
- Or document stating subsidiary protection in France or abroad
- Or document stating temporary protection in France or abroad.