2022-04415 - Software engineering for the development of neuroimaging meta-analytic tools based on probabilistic logic programming and machine learning
Le descriptif de l’offre ci-dessous est en Anglais

Type de contrat : CDD

Contrat renouvelable : Oui

Niveau de diplôme exigé : Bac + 3 ou équivalent

Fonction : Ingénieur scientifique contractuel

Niveau d'expérience souhaité : De 3 à 5 ans

A propos du centre ou de la direction fonctionnelle

Located at the heart of the main national research and higher education cluster, member of the Université Paris Saclay, a major actor in the French Investments for the Future Programme (Idex, LabEx, IRT, Equipex) and partner of the main establishments present on the plateau, the centre is particularly active in three major areas: data and knowledge; safety, security and reliability; modelling, simulation and optimisation (with priority given to energy).   

The 450 researchers and engineers from Inria and its partners who work in the research centre's 28 teams, the 60 research support staff members, the high-level equipment at their disposal (image walls, high-performance computing clusters, sensor networks), and the privileged relationships with prestigious industrial partners, all make Inria Saclay Île-de-France a key research centre in the local landscape and one that is oriented towards Europe and the world.

Contexte et atouts du poste

Within the framework of a partnership (you can choose between) 

  • project/programme/European fund ERC NeuroLang

This project is within the work of the ERC NeuroLang https://pages.saclay.inria.fr/demian.wassermann/neurolang.html

Mission confiée

Assignments :
With the help of D. Wassermann and the Parietal team, the recruited person will be taken to the development of a software tool for the analysis of neuroimaging information bridging neuroanatomy, congitive sciences, machine learning, and computer science. The work will take place within the tool neurolang.github.io . The candidate will be allowed a weekly slot for personal projects whithin the scope of the team or Inria.

For a better knowledge of the proposed research subject :
Currently neuroimaging meta-analytic databases are restricted to keyword-based seach. We aim for the devlopment of a logic-programming enabled meta-analyitic system which can deal with heterogeneous data sources and perform probabilistic inferencing.

Responsibilities :
The person recruited is responsible for the development of a web-application which serves as interface for the analytic engine as well as the optimization of the codeand will take initiatives for machine learning-based analysis of neuroimaging data.

Steering/Management :
The person recruited will be in charge of helping PhD and master's students in the development within the analytici infrastructure.

Principales activités

Main activities (5 maximum) :

  • Modular web-application design
  • Code optimization
  • Data analysis

Compétences

Technical skills and level required : Machine Learning, discrete mathematics, programming language theory, data analytics, databases. Python programming and version control through Git/Github will be appreciated

Languages : Good English conversational and written skills

Relational skills : good Interpersonal Abilities and Problem-Solving/Reasoning/Creativity

 

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 (after 6 months of employment) 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
  • Social security coverage

Rémunération

Remuneration in regards to professional experiences