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Updated weekly · Last refresh Aug 30

OpenAI Interview Questions

The questions to prepare for OpenAI interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
CodingStart here. 5 questions · ~55 min
2
SQL & Data Manipulation5 questions · ~55 min
Monthly Retention Cohort AnalysisHard
Practice

Build monthly signup cohorts with CTEs and joins to calculate month 0-2 retention for a self-serve product.

Data Analysisuser retentionCohort AnalysisOpenAI
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3
Execution4 questions · ~44 min
Roadmap With Competing PrioritiesHard
Recently asked

Build and execute an engineering roadmap when product, reliability, and platform priorities compete for the same team capacity.

RoadmappingScope ManagementPrioritizationOpenAI
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4
Metrics4 questions · ~44 min
Critical Metrics for Product LaunchMedium
Recently asked

Choose the most important launch metrics, balancing early signals, long-term outcomes, and a clear KPI hierarchy.

KPIsConversion RateLeading IndicatorsOpenAI
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5
Generative AI & LLMs4 questions · ~44 min
Reduce Hallucinations in LLM AnswersEasy

Explain LLM hallucination and give three practical ways to reduce it using grounding, prompting, and evaluation.

HallucinationPrompt EngineeringRAGOpenAI
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6
System Design3 questions · ~33 min
Design a Low Latency RAG PlatformHard
Recently asked

Design a low latency RAG system over millions of documents, with scalable retrieval, ranking, generation, and production monitoring.

low latencyscalabilityRAG architectureOpenAI
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7
More topics25 questions · ~275 min
Reduce Hallucinations in Support AssistantEasy

Build a RAG support assistant with answer-grounding checks to reduce hallucinations and abstain when retrieved evidence is insufficient.

Vector SearchLanguage ModelsHallucinationOpenAI
Designing for Accessibility at ScaleMedium

Approach for building accessibility into product design through user needs, research, use cases, and measurable outcomes.

User NeedsPain PointsUse CasesOpenAI
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