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Compositional Methods for Utility Under Local
Il y a 4 mois
Le descriptif de l’offre ci-dessous est en Anglais_
**Type de contrat **:CDD
**Contrat renouvelable **:Oui
**Niveau de diplôme exigé **:Thèse ou équivalent
**Fonction **:Ingénieur scientifique contractuel
**Niveau d'expérience souhaité **:Plus de 12 ans
**A propos du centre ou de la direction fonctionnelle**:
The Inria Saclay-Île-de-France Research Centre was established in 2008. It has developed as part of the Saclay site in partnership with **Paris-Saclay University** and with the **Institut Polytechnique de Paris**.
The centre has **40 project teams**, 32 of which operate jointly with Paris-Saclay University and the Institut Polytechnique de Paris; Its activities occupy over 600 people, scientists and research and innovation support staff, including 44 different nationalities.
**Contexte et atouts du poste**:
**Mission confiée**:
The purpose of this position is to work with the COMETE research team to develop methods and software for estimating statistics from data protected with local differential privacy (DP).
The goal of this project is to remove the same-mechanism restriction and investigate efficient methods to achieve good precision of the distribution estimation in the scenario in which the mechanisms and/or the level of noise are very different from each other. This objective involves investigating the different estimation methods in this case.
**Principales activités**:
- Collaborate with the research team to develop efficient methods for statistical estimation from data protected by personalized local DP
- Develop programs based on the above methods
- Conduct experiments on real and synthetic data
- Write documentation and develop demos
- Write reports and papers
**Compétences**:
PhD in Computer Science on topics that require expertise in anonymization techniques.
Knowledge of data anonymization methodology;
Knowledge of methods for analyzing re-identification risk and associated inference risks, knowledge of measures of data usefulness for statistical analyses;
Practical knowledge of data analysis languages (R, Python, C++) and database management software (MySQL, etc.);
Ability to write scientific papers;
Ability to monitor methodologies;
Rigor, good organization, sense of priorities, autonomy;
Mathematical skills;
Teamwork skills ;
Very good level in written and oral English ;
- Capability to work in a team.
**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
- Social security coverage
**Rémunération**:
according to profile
**Informations générales**:
- **Thème/Domaine**: Sécurité et confidentialité
Statistiques (Big data) (BAP E)
- **Ville**: Palaiseau
- **Centre Inria**: Centre Inria de Saclay
- **Date de prise de fonction souhaitée**: 2024-11-01
- **Durée de contrat**: 12 mois
- **Date limite pour postuler**: 2024-10-31
**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**:
- **Équipe Inria**: COMETE
- **Recruteur**:
**A propos d'Inria**:
Inria est l’institut national de recherche dédié aux sciences et technologies du numérique. Il emploie 2600 personnes. Ses 215 équipes-projets agiles, en général communes avec des partenaires académiques, impliquent plus de 3900 scientifiques pour relever les défis du numérique, souvent à l’interface d’autres disciplines. L’institut fait appel à de nombreux talents dans plus d’une quarantaine de métiers différents. 900 personnels d’appui à la recherche et à l’innovation contribuent à faire émerger et grandir des projets scientifiques ou entrepreneuriaux qui impactent le monde. Inria travaille avec de nombreuses entreprises et a accompagné la création de plus de 200 start-up. L'institut s'efforce ainsi de répondre aux enjeux de la transformation numérique de la science, de la société et de l'économie.
