SeniorAdministrator - Kubernetes, Terraform
Hyderabad · Mid Level
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Job description
Job Summary
Cluster Validation Engineer\\\\r\\\\nRole Summary\\\\r\\\\n\\\\r\\\\nResponsible for validating NVIDIA GPU-based AI clusters to ensure they meet performance, stability, and production readiness requirements.\\\\r\\\\n\\\\r\\\\nKey Responsibilities\\\\r\\\\nExecute validation and benchmarking tests on deployed GPU clusters.\\\\r\\\\nRun NCCL, NVBandwidth, OSU Benchmarks, iPerf, DCGM, and NHC validations.\\\\r\\\\nVerify cluster performance against predefined acceptance criteria.\\\\r\\\\nIdentify and troubleshoot validation failures and performance issues.\\\\r\\\\nRe-run validation after issue remediation.\\\\r\\\\nPrepare validation and benchmark reports.\\\\r\\\\nProvide Go/No-Go recommendations for production readiness.\\\\r\\\\nSkills Required\\\\r\\\\nLinux Administration\\\\r\\\\nNVIDIA GPU Platforms\\\\r\\\\nNCCL, DCGM, NVSM\\\\r\\\\nNetworking fundamentals (InfiniBand/RDMA)\\\\r\\\\nPerformance benchmarking and troubleshooting\\\\r\\\\nExperience
Key Responsibilities
Cluster Validation Engineer\\\\r\\\\nRole Summary\\\\r\\\\n\\\\r\\\\nResponsible for validating NVIDIA GPU-based AI clusters to ensure they meet performance, stability, and production readiness requirements.\\\\r\\\\n\\\\r\\\\nKey Responsibilities\\\\r\\\\nExecute validation and benchmarking tests on deployed GPU clusters.\\\\r\\\\nRun NCCL, NVBandwidth, OSU Benchmarks, iPerf, DCGM, and NHC validations.\\\\r\\\\nVerify cluster performance against predefined acceptance criteria.\\\\r\\\\nIdentify and troubleshoot validation failures and performance issues.\\\\r\\\\nRe-run validation after issue remediation.\\\\r\\\\nPrepare validation and benchmark reports.\\\\r\\\\nProvide Go/No-Go recommendations for production readiness.\\\\r\\\\nSkills Required\\\\r\\\\nLinux Administration\\\\r\\\\nNVIDIA GPU Platforms\\\\r\\\\nNCCL, DCGM, NVSM\\\\r\\\\nNetworking fundamentals (InfiniBand/RDMA)\\\\r\\\\nPerformance benchmarking and troubleshooting\\\\r\\\\nExperience
Skill Requirements
Cluster Validation Engineer\\\\r\\\\nRole Summary\\\\r\\\\n\\\\r\\\\nResponsible for validating NVIDIA GPU-based AI clusters to ensure they meet performance, stability, and production readiness requirements.\\\\r\\\\n\\\\r\\\\nKey Responsibilities\\\\r\\\\nExecute validation and benchmarking tests on deployed GPU clusters.\\\\r\\\\nRun NCCL, NVBandwidth, OSU Benchmarks, iPerf, DCGM, and NHC validations.\\\\r\\\\nVerify cluster performance against predefined acceptance criteria.\\\\r\\\\nIdentify and troubleshoot validation failures and performance issues.\\\\r\\\\nRe-run validation after issue remediation.\\\\r\\\\nPrepare validation and benchmark reports.\\\\r\\\\nProvide Go/No-Go recommendations for production readiness.\\\\r\\\\nSkills Required\\\\r\\\\nLinux Administration\\\\r\\\\nNVIDIA GPU Platforms\\\\r\\\\nNCCL, DCGM, NVSM\\\\r\\\\nNetworking fundamentals (InfiniBand/RDMA)\\\\r\\\\nPerformance benchmarking and troubleshooting\\\\r\\\\nExperience
Other Requirements
Cluster Validation Engineer\\\\r\\\\nRole Summary\\\\r\\\\n\\\\r\\\\nResponsible for validating NVIDIA GPU-based AI clusters to ensure they meet performance, stability, and production readiness requirements.\\\\r\\\\n\\\\r\\\\nKey Responsibilities\\\\r\\\\nExecute validation and benchmarking tests on deployed GPU clusters.\\\\r\\\\nRun NCCL, NVBandwidth, OSU Benchmarks, iPerf, DCGM, and NHC validations.\\\\r\\\\nVerify cluster performance against predefined acceptance criteria.\\\\r\\\\nIdentify and troubleshoot validation failures and performance issues.\\\\r\\\\nRe-run validation after issue remediation.\\\\r\\\\nPrepare validation and benchmark reports.\\\\r\\\\nProvide Go/No-Go recommendations for production readiness.\\\\r\\\\nSkills Required\\\\r\\\\nLinux Administration\\\\r\\\\nNVIDIA GPU Platforms\\\\r\\\\nNCCL, DCGM, NVSM\\\\r\\\\nNetworking fundamentals (InfiniBand/RDMA)\\\\r\\\\nPerformance benchmarking and troubleshooting\\\\r\\\\nExperience
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