Senior AI Infra Architect, Large-Scale GPU Clusters (Remote)

NVIDIA; United States; Hybride; USD 184 000 - 357 000; Plein temps

Résumé du poste

NVIDIA is seeking an AI Solutions Architect to design and optimize large-scale AI infrastructure and accelerate customer workloads on GPU systems. You will lead engagements with top consumer internet firms and frontier labs, focusing on building high-performance AI clusters and benchmarking performance.

Role involves collaborating with engineering, product, and sales teams to secure design wins and contribute to innovative NVIDIA solutions.

Qualifications

• BS/MS/PhD in CS/EE/Physics or related field, or equivalent experience.
• 6+ years in AI infrastructure, systems engineering, HPC, or related technical role.
• Deep understanding of Linux systems, distributed computing, GPU architectures, and AI clusters.
• Hands-on experience with InfiniBand, RoCE, or GPUDirect RDMA.
• Experience debugging NCCL and distributed performance.
• Experience profiling AI workloads across compute, networking, storage, and orchestration.
• Experience with Kubernetes and Slurm; containers and production monitoring.
• Proficiency in Python or shell scripting for automation and troubleshooting.

Responsabilités

• Collaborate with customers to maximize GPU utilization and throughput.
• Design and optimize large-scale AI clusters across compute, networking, storage, and orchestration.
• Profile distributed training/inference workloads to identify bottlenecks.
• Diagnose infrastructure issues spanning InfiniBand, RoCE, RDMA, NVLink, NVSwitch.
• Lead PoCs and performance studies; develop benchmarks and runbooks.
• Partner with engineering, product, and sales to drive design wins based on customer feedback.

Connaissances

Python

Shell scripting

Linux

Distributed computing

NCCL

InfiniBand

RDMA

Kubernetes

Slurm

Profiling

Formation

BS/MS/PhD in CS/EE/Physics

Outils

NCCL tests

DCGM

Nsight Systems

Fabric counters

Description du poste

NVIDIA is seeking an AI Solutions Architect to design and optimize large-scale AI infrastructure and accelerate customer workloads on GPU systems. You will lead engagements with top consumer internet firms and frontier labs, focusing on building high-performance AI clusters and benchmarking performance.

Role involves collaborating with engineering, product, and sales teams to secure design wins and contribute to innovative NVIDIA solutions.