Imaging extended to the exploitation of multimodal data M/F
New
- Tenure Track Position
This offer is open to people with a document recognizing their status as a disabled worker.
Offer at a glance
The Unit
CNRS Sciences informatiques
Contract Type
Tenure Track Position
Working hHours
Full Time
Remuneration
Annual salary from 54 600 Euros to 57 800 Euros depending on professionnal experience.
Apply Application Deadline : 02 September 2026 17:00
Job Description
Summary of the scientific project
The scientific objective is to be able to exploit massive, clinically contextualised imaging data, in order to design, develop, evaluate and validate new approaches to analysing this data, with a much more integrated, transdisciplinary and translational vision. This involves integrating heterogeneous data and modelling patient care trajectories, including medical images, radiological reports, hospital and biological data. This should enable these multimodal data to be monitored longitudinally, in order to identify the factors that determine the effectiveness of treatments. The aim is also to identify and validate complex biomedical signatures from multimodal and multiscale sources (multi-parametric MRI, EEG, ECG, ultrasound imaging, biomolecular, genetic and phenotypic data, etc.), in order to reveal underlying pathological mechanisms and guide therapeutic approaches.
Summary of the teaching project
The activities of the person recruited will be part of the training dynamic of the higher education and research establishments envisaged through their specialised teaching programmes in the field of science and technology.
Your Profil
Profile Required
Holders of a doctorate or a PhD or equivalent degree or applicants who have gained scientific qualifications or carried out scientific work deemed to be of an equivalent level.There is no restriction on the age or nationality of applicants. All CNRS positions are accessible to people with disabilities, with special arrangements for tests made necessary by the nature of the disability
Your Work Environment
Host Lab Strategy
Three units are able to accommodate a researcher with this profile:
* CREATIS' research is in the field of health technologies, with the aim of contributing to predictive and personalised medicine through imaging. This requires the analysis of heterogeneous patient data other than imaging data for diagnosis, monitoring, choice and adaptation of therapies in the context of global health and 6P medicine.
* TIMC develops fundamental and translational interdisciplinary research inspired by healthcare needs. It involves the secondary use of massive, multimodal, heterogeneous and complex health data, including imaging.
* Using unique multimodal databases, the ICube laboratory conducts research aimed at identifying and validating integrated biomedical signatures in order to reveal underlying pathological mechanisms and guide and apply personalised medicine.
Institution Strategy
One of the CNRS COMP's thematic priorities is health and new therapeutic approaches, which are being profoundly changed by computer science and learning. Therapeutic effectiveness and the development of healthcare services are at the heart of this challenge. Physical therapies such as interventional imaging, computer-assisted surgery, image-guided neuromodulation and radiotherapy represent a pillar of this strategy aimed at exploiting new, more precise and more effective instrumental approaches. These efforts extend to combined therapeutic approaches, where the development of new, more effective radiopharmaceutical treatments forms part of promising theranostic strategies.
Through its laboratories, the CNRS is positioning itself in this context, with the aim of integrating heterogeneous medical data (images and textual data, videos of surgical procedures, radiological and surgical reports, medical device trace data) collected at different points in the care pathway and from various types of equipment, into analysis engines. In addition to prognostic models, which provide general probabilities of the outcome of a treatment, interventional models aim to formulate precise recommendations by integrating the results of clinical and preclinical research protocols. Causality also plays a central role in this approach, as it enables us not only to predict outcomes, but also to understand which interventions/actions will have the greatest impact on the patient's course of treatment.
International Strategy
CNRS welcomes and recruits a large number of international researchers. More than 30% of those recruited come from abroad. This recruitment will have the same ambition.
Compensation and benefits
Compensation
Annual salary from 54 600 Euros to 57 800 Euros depending on professionnal experience.
Total funding
200k€
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€
Research Policy
Open Science
The CNRS is developing a strong policy in favor of open science. Open science consists of making research results "as accessible as possible and closed as necessary". As such, the CNRS aims to make 100% of the texts of publications resulting from the work of its laboratories accessible , in particular through deposit in HAL. The data produced must also be made available and reusable, except for specific restrictions. In addition, the guiding principles of individual evaluation have been revised in accordance with the DORA declaration, to be more qualitative and to take into account all facets of the researcher's profession.
Science and society
The relationship between science and society is now recognized as a full dimension of scientific activity. The project will develop this dimension in synergy with all the partners. The resulting research work will contribute to informing public decision-making. Participatory science initiatives may be initiated with actors from the project’s socio-economic and cultural eco-system.
Scientific dissemination
The dissemination of the results will be done through world-class scientific productions: publications, patents, software... In addition, the results will be communicated to various targets such as scientific communities, media, decision makers, general public, schools, etc., with an adapted calendar. Specific tools may be developed such as websites, newsletters, meetings, international symposia, summer schools and conferences.
About the offer
| Offer reference | CPJ-2026-047 |
|---|---|
| CN Section(s) / Research Area | Information sciences: processing, integrated hardware-software systems, robots, commands, images, content, interactions, signals and languages |
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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