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David Careers

GPU Infrastructure Architect - GPU Cluster Stand-up, Configuration & Operations

Posted 8 days ago

united itSan Jose (CA)
Computer Systems Engineers/ArchitectsComputer Systems Design Services

SENIORITY

Manager

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About the role

GPU Infrastructure Architect The GPU Cluster Architect is responsible for designing, provisioning, and operating AMD MI350–based GPU clusters on a cloud platform. The role ensures scalable, secure, and reproducible GPU infrastructure to support distributed training and high-performance workloads.
Key Responsibilities: Design end-to-end GPU cluster architecture covering compute, networking, storage, and control services. Provision and operationalize up to 9 AMD MI350 GPU clusters based on confirmed cloud SKU availability. Configure GPU compute nodes including base OS images, GPU drivers, runtime libraries, and distributed training dependencies. Implement automation for node imaging, bootstrapping, lifecycle management, patching, and upgrades. Standardize environments using reproducible builds and Infrastructure-as-Code (IaC).Enable workload portability through containerized environments and documented deployment patterns. Implement OS baseline hardening, restricted administrative access, and secure cluster access controls. Establish monitoring, logging, and operational runbooks to ensure reliability and performance.

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