Software Engineer | Solution Validation, Benchmarking & Release Engineer | 10+ years
Core
Lead end-to-end validation, benchmarking, and release engineering for AI cluster and Cisco network-switch solutions, ensuring performance and reliability at scale.
Role type
Senior Software Engineering Technical Leader (AI Infrastructure Validation & Benchmarking)
Builds
Curated AI infrastructure solutions validated against reference architectures for enterprise customers
Domain
AI Infrastructure, High-Performance Computing, Networking
Deliverable
production ML models | product features | dashboards & analysis | research | client delivery | infrastructure
Required skills
End-to-end validation strategy, Test automation (Python), Performance profiling, Bottleneck analysis, Defect triage, Technical writing, Linux, Distributed systems testing
Preferred skills
CVIS/NVIS certification, NVIDIA GPU platforms, NCCL, Kubernetes, Slurm, Network testing, Storage validation, CI-based testing, Release management
Technologies
Python, Linux, NCCL, Kubernetes, Slurm, Cisco networking, NVIDIA GPU platforms
Responsibilities
Develop test plans, validation matrices, and automation for AI cluster solutions; Execute GPU burn, workload, and interoperability test suites; Model workloads and analyze performance bottlenecks; Validate multi-plane compute, storage, and software integrations; Drive defect triage and release qualification.
Seniority
Senior, hands-on IC with leadership responsibilities
