Administrator - Azure DevOps, Terraform
About this role
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
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