Post-doctorat en expérimentation reproductible sur la performance des réseaux dans les datacenters

About the role

IMT Atlantique is recruiting a post-doctoral researcher for the ANR NET4AI project to improve the efficiency of infrastructures used for generative AI models. The role involves defining and implementing reproducible experimental methodologies for evaluating Net4AI mechanisms and developing automation software for distributed GenAI workloads. The researcher will conduct experimental campaigns and contribute to scientific publications and open-source software within a multi-partner consortium.

Responsibilities

• Define and implement a reproducible experimental methodology for evaluating Net4AI mechanisms.
• Design and develop automation software bricks for the deployment of distributed GenAI workloads.
• Conduct experimental campaigns to assess network performance in datacenters.
• Contribute actively to scientific publications and open-source software projects.
• Communicate progress effectively within a multi-partner consortium.

Required skills

• Python
• Git
• Continuous integration
• Automated testing
• GNU/Linux
• System administration
• Datacenter networking
• Routing
• Performance measurement

Nice to have

• RDMA
• RoCE

Qualifications

• Doctorate in Computer Science or a related discipline obtained less than 3 years before the hiring date

Benefits

• On-site catering
• Leisure and sports offers
• Public transport subsidy
• Sustainable mobility package
• Family supplement
• Social benefits
• Partial remote work
• Paid leave

About the Company

IMT Atlantique is a leading French graduate engineering school and part of the Institut Mines-Télécom group. The institution focuses on supporting transitions, training responsible engineers, and applying scientific and technical excellence to education, research, and innovation.