About the Team The Hardware Health and Observability team owns the end-to-end health lifecycle of OpenAI’s global compute fleet. Our mission is to maximize healthy, usable compute across accelerator vendors, generations, cloud providers, and regions through reliable health signals, automated remediation, and scalable operational tooling. We build the systems that observe, detect, remediate, and verify hardware issues across GPUs, CPUs, networking, and platform infrastructure, enabling frontier model training and inference workloads to run reliably at hyperscale. We are the last line of defense for the success of OAI’s production and research workloads. About the Role On the Hardware Health and Observability team, you’ll build critical infrastructure that keeps OpenAI’s largest compute clusters healthy and operational at scale. Even small numbers of unhealthy systems can impact large-scale training and inference workloads. This team focuses on minimizing downtime, improving fleet efficiency, and ensuring compute resources remain continuously available to researchers and product teams. Engineers on this team own problems end-to-end, from defining health signals and debugging failures to building automated remediation systems that operate across millions of GPUs globally. In this role, you will: Define and maintain health signals across GPUs, CPUs, networking, and platform infrastructure. Build and evolve health checks that detect, remediate, and verify failures at scale. Ensure critical health checks execute with minimal latency to maximize workload uptime. Investigate hardware failures and system-level issues across large-scale compute environments. Own node lifecycle workflows including drain, quarantine, repair, RMA, and return-to-service processes. Build automation and tooling that enables global cluster management with minimal manual intervention. Partner with workload, reliability, and provider teams to integrate health signals into training and inference system
Health Representative in United States
6,467 active opportunities · Updated October 2026
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15 jobs
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📍 San Francisco, California, United States· Full-time
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17 days ago
📍 Corpus Christi, TX, United States
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📍 South Carolina, United States· Remote
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Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 Tennessee, Nashville, United States
$76K – $199.6K/yr
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Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 New York, Remote, United States· Remote
$76K – $199.6K/yr
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📍 New York, Remote, United States· Full-time· Remote
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📍 California, Remote, United States· Full-time· Remote
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📍 Colorado, Remote, United States· Full-time· Remote
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📍 New York, Remote, United States· Full-time· Remote
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📍 Pennsylvania, Remote, United States· Full-time· Remote
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📍 San Francisco, California, United States· Full-time
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📍 San Francisco, California, United States· Full-time
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📍 Texas, United States of America, United States· Remote
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📍 New York New York United States, United States
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📍 Stamford, Connecticut, United States
$98K – $155K/yr
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