Postdoctoral Research Visit F/M Distributed Machine Learning at the Network Edge

il y a 1 mois


Technopole de Sophia Antipolis, France INRIA Temps plein
Job Description

We are seeking a highly motivated postdoctoral researcher to join our team at INRIA to work on distributed machine learning at the network edge. The successful candidate will have a strong background in machine learning, optimization, and statistical learning, and will be able to apply mathematical techniques to model real-world problems.

Research Topics

The postdoctoral researcher will work on one or more of the following topics:

  • Distributed Inference
  • Online Learning Algorithms with Regret Guarantees
  • Distributed/Federated Learning
  • Machine Learning Privacy
Responsibilities

The postdoctoral researcher will be responsible for:

  • Carrying out high-quality research in distributed machine learning
  • Participating in the activities of the EU project dAIEDGE
  • Collaborating with PhD students working on related topics
Requirements

The successful candidate will have:

  • A Ph.D. in Applied Mathematics, Computer Science, or a closely related discipline
  • A strong background in machine learning, optimization, and statistical learning
  • Excellent programming skills, preferably in PyTorch or TensorFlow
Benefits

The postdoctoral researcher will benefit from:

  • A gross salary of 2746 € per month
  • 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
  • Possibility of teleworking and flexible organization of working hours
  • Professional equipment available
  • Social, cultural, and sports events and activities
  • Access to vocational training
  • Contribution to mutual insurance (subject to conditions)


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