AI Infrastructure and Platform Operations Resident - strong exp in NVAIE, NIM, Triton endpoint support and troubleshooting ,Kubernetes administration and cluster operations,

Job Summary

Technical Scope

• Support NVAIE, NIM, and Triton endpoints and troubleshoot related issues.
• Administer Kubernetes clusters and operate Run:ai resource pools, quotas, priorities, fair-share, reservations, and queues.
• Monitor GPU health, utilization, capacity, and workload placement.
• Work with PowerEdge, PowerScale F210/OneFS, AI networking, RoCE/RDMA, and storage performance.
• Use Linux and support incident management, change control, patching, upgrades, backup, and recovery.

Core Responsibilities

• Perform recurring health reviews across servers, GPUs, infrastructure nodes, storage, switching, Kubernetes, BCM, Run:ai, and AI services.
• Maintain BCM provisioning, node baselines, configuration consistency, lifecycle coordination, and recovery procedures.
• Administer Kubernetes nodes, namespaces, workloads, GPU resources, and platform add-ons.
• Operate H200 inference, H200 fine-tuning, and L40S RAG resource pools with quotas, priorities, reservations, and approved preemption.
• Monitor utilization, queue time, capacity, throughput, contention, endpoint availability, and workload placement.
• Support PowerScale capacity and protection reviews and investigate AI-network, storage, GPU-fabric, and endpoint issues.
• Coordinate maintenance planning for firmware, drivers, operating systems, Kubernetes, BCM, Run:ai, and NVAIE.
• Provide incident triage, impact assessment, escalation, recovery tracking, and post-incident improvement actions.
• Maintain operational runbooks for health, provisioning, GPU allocation, troubleshooting, maintenance, incident response, and recovery.

Experience

• 8+ years of experience.
• Strong experience in NVAIE, NIM, Triton endpoint support and troubleshooting, Kubernetes administration, and cluster operations.
• Experience with GPU orchestration, PowerEdge, PowerScale F210/OneFS, AI networking, RoCE/RDMA, and storage performance.

What's on Offer

• Excellent base salary and company benefits are offered.
• The employer describes a collaborative environment and career progression opportunity.