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Updated weekly · Last refresh Oct 17

OpenAI DevOps Engineer Interview Questions

The questions to prepare for a OpenAI DevOps Engineer interview. Questions from real interview reports rank first. Updated daily.

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1
ExecutionStart here. 8 questions · ~78 min
Observability at Fleet ScaleMedium

Define an observability and monitoring approach for infrastructure operating across thousands of nodes without overwhelming teams or systems.

monitoringobservabilityscalabilityOpenAI
Fault-Tolerant Training Cluster Execution PlanHard

Plan and execute a fault-tolerant distributed training cluster that balances reliability, recovery speed, and GPU efficiency.

system designdistributed systemsfault toleranceOpenAI
Remediate a Broken Release PipelineMedium

Remediate a partial CI/CD deployment failure with schema mismatch, release pressure, and an untested rollback path.

remediationCI/CDpipeline failureOpenAI
Idempotent Automation for Infrastructure ChangesMedium

Explain how you write idempotent automation for infrastructure and deployment workflows so reruns are safe, predictable, and reversible.

coding practicesAutomationIdempotencyOpenAI
Shift Security Left in DeliveryMedium

Explain how you would embed security early in the development lifecycle without stalling delivery, using CI/CD gates and stakeholder alignment.

development lifecyclesecurity best practicesintegrationOpenAI
Automate Zero-Downtime Service DeploymentHard

Design a CI/CD-driven zero-downtime deployment approach with automated validation, canary rollout, and fast rollback.

Automationzero downtimedeploymentOpenAI
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2
More topics2 questions · ~19 min
Detect Threats from Service LogsMedium
Practice

Parse service logs with hash tables to flag IPs with repeated auth failures and endpoints with high average latency.

log parsingsecurity threatsscriptingOpenAI
Owning a Cloud Latency IncidentMedium

Tests ownership during an ambiguous infrastructure incident, including structured debugging, communication, and follow-through.

cloud environmentDebuggingnetwork latencyOpenAI

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