Data Protection Specialist

il y a 2 semaines

Palaiseau, Île-de-France INRIA Temps plein
Job Title: Compositional Methods for Utility under Local Privacy Mechanisms

About the Role

The Comete project team at INRIA Saclay Center is seeking a highly skilled researcher to join their team and contribute to the development of methods and software for estimating statistics from data protected with local differential privacy (DP). As a key member of the team, you will work closely with the researchers to investigate efficient methods for achieving good precision of the distribution estimation in scenarios where the mechanisms and/or the level of noise are very different from each other.

Key Responsibilities

  • 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

Requirements

To be successful in this role, you will need:

  • PhD in Computer Science with 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

What We Offer

  • 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

Salary

According to profile

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