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Black Forest Labs
4mo ago

Member of Technical Staff - Training Cluster Engineer(m/w/x)

Freiburg im Breisgau
Full-timeOn-siteExperienced
AI/ML

Description

You design and maintain ML training clusters, ensuring their performance and security. By collaborating with research teams, you translate their computational needs into effective infrastructure solutions.

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Requirements

  • •Production experience managing SLURM clusters
  • •Hands-on experience with Docker or similar container runtimes
  • •Proven track record managing GPU clusters
  • •Understanding of distributed training patterns
  • •Experience with Kubernetes for containerized workloads
  • •Experience with high-performance interconnects
  • •Track record of managing 1000+ GPU training runs
  • •Familiarity with high-performance storage solutions
  • •Experience running hybrid training/inference infrastructure
  • •Strong scripting skills in Python and Bash

Work Experience

approx. 1 - 4 years

Tasks

  • •Design and maintain large-scale ML training clusters
  • •Deploy SLURM for distributed workload orchestration
  • •Implement node health monitoring systems
  • •Automate failure detection and recovery workflows
  • •Ensure cluster availability with cloud providers
  • •Monitor performance with colocation partners
  • •Establish security best practices for ML infrastructure
  • •Build developer-facing tools and APIs for ML workflows
  • •Collaborate with ML research teams on infrastructure needs

Tools & Technologies

SLURMDockerKubernetesInfiniBandRoCENCCLPythonBash

Languages

English – Business Fluent

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