Postdoctoral Researcher in Unsupervised Machine Learning for Wireless Communications

il y a 4 semaines


Villeurbanne, Auvergne-Rhône-Alpes, France INRIA Temps plein

Job Context and Requirements

We are seeking a highly skilled postdoctoral researcher to contribute to the development of advanced machine learning approaches for processing real-time signals in wireless communications systems.

The successful candidate will devise innovative theoretical approaches for distributed, real-time dimensionality reduction applied to multi-sensor systems, prototype these approaches through simulations and/or lab experiments, and write technical reports and articles for major conferences and journals in the field of wireless communications and machine learning.

The proposed topic lies at the crossroads of unsupervised machine learning, frugal AI, and signal processing for digital communications, offering a range of directions from theoretical machine learning to real-time implementation.

Main Responsibilities

  • Contribute to the development of advanced machine learning approaches for processing real-time signals in wireless communications systems
  • Devise innovative theoretical approaches for distributed, real-time dimensionality reduction applied to multi-sensor systems
  • Prototype these approaches through simulations and/or lab experiments
  • Write technical reports and articles for major conferences and journals in the field of wireless communications and machine learning

Requirements

  • PhD degree in a relevant field such as computer science, informatics, electronics, mathematics, or statistics
  • Strong background in machine learning, digital communications, statistical signal processing, and/or information theory
  • Publication track record
  • Familiarity with ScikitLearn, TensorFlow, or Keras

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
  • Possibility of teleworking (90 days/year) and flexible organization of working hours
  • Professional equipment available
  • Access to vocational training
  • Social security coverage under conditions

Salary

2788€ gross salary/month



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