PhD opening · Inria — ERMINE / IRISA

PhD: graph neural networks and LLMs for network observability

Develop network diagnostics that combine graph neural networks with language models. Test generalization across network topologies and build explainable, retrieval-assisted diagnostic systems.

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Rennes, France

Application deadline: 2026-11-30; source does not clarify the closing time or time zone.

EUR 2,300/month (salary; 2026-10-08). Gross monthly pay in euros. No U.S. dollar estimate is quoted because exchange rates vary; confirm taxes and relocation costs.

This record is historical or needs another check. It is excluded from verified-open recommendations. Read the institution’s current source before applying.

What the institution asks for

Graduate degree or equivalent; strong machine learning and programming skills.
Experience with GNNs, Python and deep learning frameworks; practical LLM/RAG skills and rigorous experimental analysis.

Funding terms: The source states gross monthly pay for this appointment; confirm contract, taxes and relocation conditions.
Funding duration: 3 years
Tuition: Not stated
Eligibility: Individual researcher meeting the appointment requirements

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