Postdoctoral Research Visit F/M Event Detection for Large-Scale Physical Simulations

il y a 4 semaines


Palaiseau, Île-de-France INRIA Temps plein
Job Description

As a postdoctoral researcher in the MIND team at INRIA, you will have the opportunity to work on a challenging project that combines machine learning and high-performance computing. Your mission will be to develop efficient statistical modeling tools for large distributed HPC outputs, with a focus on event and anomaly detection techniques.

Key Responsibilities
  • Benchmark existing event detection methods and design efficient implementations for existing methods
  • Develop novel unsupervised event detection algorithms using self-supervised learning techniques
  • Integrate event detection methods into the in-situ framework and evaluate their efficiency in a real-world setting
Requirements
  • Strong mathematical background and knowledge in machine learning
  • Good programming skills in Python and knowledge of a deep learning framework
  • Proficiency in English and ability to communicate effectively with the team
What We Offer
  • Subsidized meals and partial reimbursement of public transport costs
  • 7 weeks of annual leave and 10 extra days off due to RTT
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available and access to vocational training
Salary

2788 € gross/month



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