Senior HPC Cluster Administrator - Deep Learning Frameworks Infrastructure
Tasks
- Automate infrastructure with IaC
- Build CI CD pipelines for infrastructure
- Configure GPU compute clusters
- Configure fair share policies
- Contribute to engineering standards
- Deploy container runtimes
- Design and scale storage solutions
- Evaluate new networking technologies
- Evaluate new storage technologies
- Maintain observability with Prometheus and Grafana
- Manage job scheduling with SLURM
- Manage monitoring and deprecation
- Manage reservation scheduling
- Mentor junior engineers
- Optimize GPU partitioning with MIG
- Own GPU compute cluster lifecycle
- Provision GPU compute clusters
- Resolve hardware and software incidents
- Tune cluster configuration for distributed training
- Use DCGM for GPU monitoring
Perks/Benefits
- N/A
Skills/Tech-stack
Ansible | Apptainer | Bash | CI/CD | Cgroups | DCGM | Distributed Storage | Docker | EFA | GitLab | Grafana | IPMI | InfiniBand RoCE | Infiniband | Kubernetes | Linux | Lustre | NFS | NVIDIA MIG | NVIDIA NVSwitch | NVIDIA SMI | NVLink | Prometheus | Python | RDMA | Redfish | Singularity | Slurm | Terraform | WekaFS
Education
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