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This role builds deployment and integration-testing automation for large multi-node GPU clusters, including CI/CD pipelines, canary and blue/green rollout orchestration, and performance validation across virtualized bare-metal hosts. It calls for 5+ years of automation experience, cloud infrastructure knowledge, configuration management tools, and Linux internals such as PCIe, VFIO and IOMMU.