Post-Doctoral Researcher Position in AI Model Placement for Edge Networks

il y a 2 jours


Palaiseau, Île-de-France INRIA Temps plein

Company Overview

INRIA, a leading French research institute, is seeking a highly skilled Post-Doctoral Researcher to join our team. We are committed to pushing the boundaries of innovation and excellence in the field of Artificial Intelligence.

Job Description

We are looking for a talented researcher to conduct cutting-edge research at the intersection of networking and AI. The successful candidate will study the problem of AI model placement in an Inference Delivery Network (IDN), a challenging optimization problem that involves a non-trivial tradeoff between model effectiveness, inference latency, and resource availability.

The Post-Doctoral Researcher will propose novel approaches and technical solutions for AI model placement, leveraging multi-objective optimization techniques and transfer learning methods. They will also consider other metrics, such as energy consumption, in the objective functions and networking constraints for systems where the network presents some inelasticity.

Required Skills and Qualifications

  • A solid understanding of networking principles, protocols, and architectures is essential.
  • Proficiency in programming languages commonly used in AI and networking research.
  • Experience with relevant libraries and frameworks is also valuable.
  • Ability to design and implement algorithms for solving complex problems.
  • Familiarity with optimization techniques.
  • Excellent written and verbal communication skills for presenting research findings, writing academic papers, and collaborating with peers.

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

Salary

The estimated salary for this position is around €50,000 - €60,000 per year, depending on experience.



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