Administrator - Azure DevOps, Terraform

Job Summary

Cluster Validation Engineer Role Summary Responsible for validating NVIDIA GPU-based AI clusters to ensure they meet performance, stability, and production readiness requirements. Key Responsibilities Execute validation and benchmarking tests on deployed GPU clusters. Run NCCL, NVBandwidth, OSU Benchmarks, iPerf, DCGM, and NHC validations. Verify cluster performance against predefined acceptance criteria. Identify and troubleshoot validation failures and performance issues. Re-run validation after issue remediation. Prepare validation and benchmark reports. Provide Go/No-Go recommendations for production readiness. Skills Required Linux Administration NVIDIA GPU Platforms NCCL, DCGM, NVSM Networking fundamentals (InfiniBand/RDMA) Performance benchmarking and troubleshooting Experience

Key Responsibilities

Cluster Validation Engineer Role Summary Responsible for validating NVIDIA GPU-based AI clusters to ensure they meet performance, stability, and production readiness requirements. Key Responsibilities Execute validation and benchmarking tests on deployed GPU clusters. Run NCCL, NVBandwidth, OSU Benchmarks, iPerf, DCGM, and NHC validations. Verify cluster performance against predefined acceptance criteria. Identify and troubleshoot validation failures and performance issues. Re-run validation after issue remediation. Prepare validation and benchmark reports. Provide Go/No-Go recommendations for production readiness. Skills Required Linux Administration NVIDIA GPU Platforms NCCL, DCGM, NVSM Networking fundamentals (InfiniBand/RDMA) Performance benchmarking and troubleshooting Experience

Skill Requirements

Cluster Validation Engineer Role Summary Responsible for validating NVIDIA GPU-based AI clusters to ensure they meet performance, stability, and production readiness requirements. Key Responsibilities Execute validation and benchmarking tests on deployed GPU clusters. Run NCCL, NVBandwidth, OSU Benchmarks, iPerf, DCGM, and NHC validations. Verify cluster performance against predefined acceptance criteria. Identify and troubleshoot validation failures and performance issues. Re-run validation after issue remediation. Prepare validation and benchmark reports. Provide Go/No-Go recommendations for production readiness. Skills Required Linux Administration NVIDIA GPU Platforms NCCL, DCGM, NVSM Networking fundamentals (InfiniBand/RDMA) Performance benchmarking and troubleshooting Experience

Other Requirements

Cluster Validation Engineer Role Summary Responsible for validating NVIDIA GPU-based AI clusters to ensure they meet performance, stability, and production readiness requirements. Key Responsibilities Execute validation and benchmarking tests on deployed GPU clusters. Run NCCL, NVBandwidth, OSU Benchmarks, iPerf, DCGM, and NHC validations. Verify cluster performance against predefined acceptance criteria. Identify and troubleshoot validation failures and performance issues. Re-run validation after issue remediation. Prepare validation and benchmark reports. Provide Go/No-Go recommendations for production readiness. Skills Required Linux Administration NVIDIA GPU Platforms NCCL, DCGM, NVSM Networking fundamentals (InfiniBand/RDMA) Performance benchmarking and troubleshooting Experience