NVIDIA Storage Admin

Job Purpose

Provide high?throughput, consistent storage tiers (Scratch/HPS + Object) for large?scale training data ingest, checkpoints, and inference artifacts.

Roles & Responsibilities

• Implementation

Design/expand Lustre/BeeGFS HPS; NVMe?oF and Object (S3) tiers; align with AI dataflow and GDS.

Establish namespace, OST/MDT layout, stripe/RAID policies; tiering for warm/cold datasets.

• Operations

Capacity/performance planning; rebalance and failover testing; automate snapshots and checkpoint retention.

Proactive detection of hot spots and metadata contention; schema for small?file handling.

• Performance & Optimization

Tune RDMA paths, page cache, IO schedulers; validate end?to?end I/O profiles for LLM training/inference.

• Reliability & Incident

Lead P0/P1 critical incident response for enterprise-scale AI/ML storage infrastructure supporting NVIDIA GPU clusters, ensuring rapid service restoration and minimal impact to business-critical workloads.

Act as the storage SME during major incidents involving BeeGFS, Lustre, GPFS (IBM Spectrum Scale), NFS, NVMe-oF, Parallel File Systems, and Object Storage platforms.

Perform deep-dive troubleshooting and resolution of storage performance degradation, metadata bottlenecks, I/O latency spikes, filesystem corruption, capacity exhaustion, and hardware failures.