Postdoctoral Researcher in Computational Modelling/Systems Biology/Machine Learning (M/F)
New
- Researcher in FTC
- 24 mounth
- Doctorate
This offer is available in English version
This offer is open to people with a document recognizing their status as a disabled worker.
Offer at a glance
The Unit
Unité de biologie moléculaire, cellulaire et du développement
Contract Type
Researcher in FTC
Working hHours
Full Time
Workplace
31062 TOULOUSE
Contract Duration
24 mounth
Date of Hire
01/10/2026
Remuneration
Between €3,041.58 and €4,216.70 gross per month, depending on experience.
Apply Application Deadline : 19 May 2026 23:59
Job Description
Missions
The successful candidate will work on the development and calibration of a generic multi-scale model incorporating publicly available omics data.
Activity
- Develop Boolean and agent-based models.
- Develop coupling methodologies for large-scale hybrid models.
- Conduct sensitivity, robustness and scalability analyses.
- Integrate multimodal cohort datasets.
- Apply machine learning approaches for prediction and stratification.
- Develop software.
Your Profil
Skills
Qualifications : PhD in bioinformatics, computational biology, applied mathematics or a related field
Skills : Expertise in modelling biological systems (Boolean models, ABM or equivalent). Experience in machine learning and data integration. Strong programming skills: R, Python (C++ desirable). Proven track record of publications.
Personal qualities : rigour, ability to report findings.
Your Work Environment
Le projet DigiTREAT, financé par le programme PEPR Digital Health, vise à développer un jumeau numérique multi-échelle pour la polyarthrite rhumatoïde (PR) en intégrant la modélisation computationnelle, les données omiques et les cohortes cliniques. Le projet répond à un besoin clinique majeur non satisfait : prédire la réponse au traitement dans les maladies auto-immunes complexes.
The DigiTREAT project, funded by the PEPR Digital Health programme, aims to develop a multi-scale digital twin for rheumatoid arthritis (RA) by integrating computational modelling, omics data and clinical cohorts. The project addresses a major unmet clinical need: predicting treatment response in complex autoimmune diseases.
The position is based at the Centre for Integrative Biology (CBI) in Toulouse, a joint research centre of the CNRS and the University of Toulouse III – Paul Sabatier dedicated to integrative biology at all scales. The successful candidate will join the Systems Biology Division and will be supervised by Professor Anna Niarakis.
https://cbi-toulouse.fr/en/equipe/pole-de-biologie-des-systemes-en/
The post falls within a sector subject to the protection of scientific and technical potential (PPST) and therefore, in accordance with regulations, requires your arrival to be authorised by the competent authority at the MESR.
Compensation and benefits
Compensation
Between €3,041.58 and €4,216.70 gross per month, depending on experience.
Annual leave and RTT
44 jours
Remote Working practice and compensation
Pratique et indemnisation du TT
Transport
Prise en charge à 75% du coût et forfait mobilité durable jusqu’à 300€
About the offer
| Offer reference | UMR5077-MARPEL1-022 |
|---|---|
| CN Section(s) / Research Area | Molecular and structural biology, biochemistry |
About the CNRS
The CNRS is a major player in fundamental research on a global scale. The CNRS is the only French organization active in all scientific fields. Its unique position as a multi-specialist allows it to bring together different disciplines to address the most important challenges of the contemporary world, in connection with the actors of change.
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