Postdoctoral Researcher in Privacy-Preserving Federated Learning

Il y a 2 mois


Villeneuved'Ascq, Hauts-de-France INRIA Temps plein
Job Description

Context and Opportunities

This postdoctoral position will be supported by the project, allowing for collaboration with several European project partners. The MAGNET team is involved in related projects, such as TRUMPET, FLUTE, and REDEEM, which focus on researching and prototyping algorithms for secure, privacy-preserving federated learning in settings with potentially malicious participants.

Research Mission

The recruited post-doc will collaborate with colleagues in the MAGNET team and the TRUMPET, FLUTE, and REDEEM project consortia. If the research features a prototype, it will contribute to the project's open source library. We hope the post-doc can bring new expertise to the group and/or can help intensifying collaboration in the project consortium.

Main Activities

  • Contribute to the research of the projects
  • Collaborate with other MAGNET and project team members
  • Collaborate with engineers to prototype proposed algorithms and validate them
  • Disseminate research results

Desired Skills

  • A strong research background in the domain of the project (or at least a specific area such as privacy, cryptography, statistics, distributed systems,...)
  • Good communication and reporting skills, and an interest in collaborative work
  • Proficiency in English

Benefits

  • 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

Remuneration

Gross monthly salary (before taxes): 2 788 €



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