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HPC AI Benchmark specialist

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Eviden

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Location:
France , Grenoble

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Contract Type:
Not provided

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Salary:

Not provided

Job Description:

You will work within the Applications and Performance team (more than 30 Engineers) whose main mission is to respond to HPC & AI calls for tenders. This team plans and guarantees the performance of customers' scientific applications on proposed supercomputers. Your role will be the preparation, execution, and analysis of AI applications, mainly benchmarks. These benchmarks generally consist of trainings or inferences on a reference data set and rules, to evaluate the performance of the system in terms of time or throughput. Usual benchmarks are taken from the MLPerf suite (Training and Inference: Datacenter). The purpose of the benchmarking activity is to characterize the application on current system to project on target systems: latency vs throughput, accuracy vs performance, scaling efficiency, … Target systems are computing clusters usually equipped with accelerators (e.g. NVIDIA GPU, AMD GPU, Intel Gaudi GPU, …). Therefore, the benchmarks are run in a multi-node multi-accelerator framework. Part of the work consists of estimating the performance of non-existent systems (new technology, larger size, etc.).

Job Responsibility:

  • AI benchmark analysis: Literature review on the application considered
  • Code exploration (if available)
  • Match between hardware architecture and hyperparameters
  • Benchmark preparation: Software environment (usually in a container)
  • Training and job scripts
  • Dataset preparation
  • Hyperparameter search
  • Documentation
  • Benchmark execution and performance estimation: Test executions
  • Analysis
  • Reports

Requirements:

  • Relevant degree in higher education or university
  • Ideally, several years of experience in the field of AI
  • Autonomous with team spirit
  • Good understanding of the fundamentals of deep learning
  • Experience in training classic neural network architectures (MLP, CNN, RNN)
  • Transformers and LLM
  • Large-scale distributed training strategies (parallel data, parallel tensors, parallel pipelines, FSPD, DeepSpeed, ..)
  • Containers (docker, singularity)
  • Job scheduler (SLURM mainly)
  • Knowledge of architectures will be a plus (GPU, Network, storage)
  • Python
  • Bash
  • PyTorch, TensorFlow
  • Strong resilience and an ability to question things
  • Strong sense of curiosity
  • Ability to work closely with other team members
  • Ability to take your own initiative
  • Strong-willed and questioning by nature
  • Know how to technically solve complex optimization problems
  • Organized and rigorous in your approach
  • Able to balance time and priorities
  • Maintaining an open dialogue to find the best compromise for a given problem

Nice to have:

Knowledge of architectures will be a plus (GPU, Network, storage)

Additional Information:

Job Posted:
March 21, 2026

Work Type:
On-site work
Job Link Share:

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