Senior Solutions Architect, First Time Deployment Validation - NVIS
Core
Drive validation of NVIDIA AI factories from first rack power-on through customer handoff, running and debugging AI/LLM workloads on Linux-based GPU clusters.
Role type
Senior Solutions Architect (AI Infrastructure Validation)
Builds
Validated AI factory environments and performance benchmarks for NVIDIA's external product launches.
Domain
AI/ML Infrastructure, High-Performance Computing (HPC), Distributed Systems
Deliverable
production ML models
Required skills
Linux cluster management, NCCL and collective communication (AllReduce, AllToAll), AI/LLM workload execution, Python scripting, Shell/Bash automation, benchmarking, observability (metrics, logs, traces), distributed training frameworks (PyTorch, TensorFlow)
Preferred skills
AI factory build/deployment experience, HPC performance engineering, SRE, CI/CD pipeline development
Technologies
Linux, NCCL, PyTorch, TensorFlow, Python, Shell/Bash
Responsibilities
Set up and verify AI factory environments across multi-GPU/multi-node clusters; execute and analyze AI/LLM benchmarks; investigate and resolve performance or stability issues in training jobs; build observability solutions for workload behavior; develop automation for benchmarking and regression checks; recommend configuration changes to optimize throughput and scaling.
Seniority
Senior, hands-on IC
