Machine Learning Engineer in Digital Health Research

Le descriptif de l’offre ci-dessous est en Anglais_

**Type de contrat**: CDD

**Contrat renouvelable**: Oui

**Niveau de diplôme exigé**: Bac + 5 ou équivalent

**Autre diplôme apprécié**: PhD thesis

**Fonction**: Ingénieur scientifique contractuel

**A propos du centre ou de la direction fonctionnelle**:
The Inria center at Université Côte d'Azur includes 42 research teams and 9 support services. The center’s staff (about 500 people) is made up of scientists of different nationalities, engineers, technicians and administrative staff. The teams are mainly located on the university campuses of Sophia Antipolis and Nice as well as Montpellier, in close collaboration with research and higher education laboratories and establishments (Université Côte d'Azur, CNRS, INRAE, INSERM...), but also with the regional economic players.

With a presence in the fields of computational neuroscience and biology, data science and modeling, software engineering and certification, as well as collaborative robotics, the Inria Centre at Université Côte d'Azur is a major player in terms of scientific excellence through its results and collaborations at both European and international levels.

**Contexte et atouts du poste**:
The position will be located within the Inria-Inserm team COMPO (COMputational Pharmacology in Oncology) in the La Timone health campus in Marseille. The team is composed of mathematicians, data scientists, pharmacists and clinicians and is a unique multidisciplinary environment focused on developing novel computational tools for decision-making in clinical oncology.

The position is funded by the France 2030 Digital Health PEPR research program, under the project “Pharmacological Digital Twins” (DIGPHAT). This consortium brings together methodological teams in machine learning, statistics, bioinformatics and mechanistic modeling (at Inria: COMPO, HeKA, PreMeDICaL, as well as at CEA) and clinical pharmacology teams (CHUs in Limoges, Toulouse, Grenoble, and others).

**Mission confiée**:
The recruited person will be in charge in supporting the research activities of the consortium with software development.

**Principales activités**:
The main tasks include:

- Developing and maintaining machine learning code libraries in collaboration with consortium partners.
- Developing code for generating synthetic data from “real” databases.
- Creating unified databases from public multi-omics datasets.
- Exploring hybrid modeling approaches that combine AI and mechanistic methods, such as neural ODEs, discovering the analytical form of ODEs using methods like D-CODE, or approaches based on LLMs.

Main activities:

- Data exploration and visualization
- Biostatistics (e.g. statistical tests, survival analysis)
- Statistical reporting (notebooks, apps (e.g., shiny))
- Machine learning (unsupervised and supervised)

Additional activities:

- Data exploration and visualization
- Biostatistics (e.g. statistical tests, survival analysis)
- Statistical reporting (notebooks, apps (e.g., shiny))
- Analyze the requirements of the project partners
- Write synthetic and meaningful reports and scientific publications

**Compétences**:
Skills required:

- Excellent programing skills (R/python)
- Familiarity with real-world data analysis
- Ability to communicate with healthcare practitionists
- Strong background in statistics

**Avantages**:

- Subsidized meals
- Partial reimbursement of public transport costs
- Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave (sick children, moving home, etc.)
- Possibility of teleworking and flexible organization of working hours
- Professional equipment available (videoconferencing, loan of computer equipment, etc.)
- Social, cultural and sports events and activities
- Access to vocational training

**Rémunération**:
From 2692 € gross monthly (according to degree and experience).

**Informations générales**:

- **Thème/Domaine**: Neurosciences et médecine numériques
Statistiques (Big data) (BAP E)
- **Ville**: Marseille
- **Centre Inria**: Centre Inria d'Université Côte d'Azur
- **Date de prise de fonction souhaitée**: 2025-04-01
- **Durée de contrat**: 2 ans
- **Date limite pour postuler**: 2025-03-31

**Consignes pour postuler**:
**Sécurité défense**:
Ce poste est susceptible d’être affecté dans une zone à régime restrictif (ZRR), telle que définie dans le décret n°2011-1425 relatif à la protection du potentiel scientifique et technique de la nation (PPST). L’autorisation d’accès à une zone est délivrée par le chef d’établissement, après avis ministériel favorable, tel que défini dans l’arrêté du 03 juillet 2012, relatif à la PPST. Un avis ministériel défavorable pour un poste affecté dans une ZRR aurait pour conséquence l’annulation du recrutement.

**Politique de recrutement**:
Dans le cadre de sa politique diversité, tous les postes Inria sont accessibles aux personnes en situation de handicap.

**Contacts*