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Infrastructure Engineer (ML Compute) - Paris

H Company

6 days ago

HybridFull_timeGPU cluster infrastructureKubernetes workload schedulingGPU node health and repair

Workplace

Hybrid

Employment

Full_time

Posted

6 days ago

Summary

This mid-level infrastructure engineer will run GPU compute clusters and capacity supporting model training, evaluation, and serving. The role is hybrid, with three days a week in the Paris or London office and occasional travel between them.

Responsibilities

  • Run Kubernetes clusters for GPU training and inference
  • Improve GPU workload scheduling and placement
  • Detect and repair unhealthy GPU nodes
  • Manage compute capacity with cloud providers
  • Debug failures across GPUs, Linux, storage, and networking
kubernetesgpu driverslinuxpythonslurmkueuekarpenterskypilotAWSEKSSageMaker HyperPodEFAInfiniBandNCCLOpen MPIterraform
GPU cluster infrastructureKubernetes workload schedulingGPU node health and repaircloud compute capacity managementmodel training and inference infrastructure