Required Qualifications 6+ years of infrastructure engineering experience, with at least 3 years managing GPU compute clusters or HPC environments in production. Deep hands-on expertise with NVIDIA GPU infrastructure: driver lifecycle management, CUDA, DCGM, MIG, NVLink topologies, and the NVIDIA GPU Operator for Kubernetes. Production-level Kubernetes administration experience on bare-metal: cluster provisioning, upgrades, CNI/CSI configuration, RBAC, and day-2 operations. Strong networking fu