Top 36
Prep plan
Updated weekly · Last refresh Aug 30

OpenAI Agentic AI Engineer Interview Questions

The questions to prepare for a OpenAI Agentic AI Engineer interview. Questions from real interview reports rank first. Updated weekly.

36questions
~5htotal time
Track your progressSign up free to work through all 36 questions and resume where you left off.
Start practicing free →
1
Generative AI & LLMsStart here. 11 questions · ~90 min
Sandbox Agent Code ExecutionMedium

Explain how to contain an LLM agent that executes code, including sandboxing, prompt injection defenses, and evaluation of escape risk.

OpenAI
Function Calling at ScaleEasy

Explain how to run LLM function calling reliably at scale, with schema sync, evaluation, and safeguards against bad tool calls.

OpenAI
More Generative AI & LLMs questions with a free account
2
Model Evaluation4 questions · ~33 min
Regression Tests for Non-DeterminismMedium

Tests test design for stochastic agent outputs and tool interactions.

OpenAI
Debugging Production Agent FailuresMedium

Tests production debugging approach for OpenAI agent behavior gaps between test and reality.

OpenAI
More Model Evaluation questions with a free account

Sign up to see every question

Create a free account to unlock this list and practice real interview questions.

Get my prep plan
3
System Design12 questions · ~99 min
Design Agent Workflow Memory ManagementMedium

Design state and memory management for long running agentic workflows with retrieval, persistence, serving, and failure handling.

agent workflowsmemory managementstate managementOpenAI
More System Design questions with a free account
4
Coding4 questions · ~33 min
Context Window TruncationMedium

Tests strategies for maintaining relevant context under token limits.

OpenAI
More Coding questions with a free account
5
Behavioral & Leadership3 questions · ~25 min
More Behavioral & Leadership questions with a free account
6
More topics2 questions · ~16 min
Reasoning Trade-offs in AgentsMedium

Tests ability to reason about reasoning paradigms and their impact on reliability and cost.

reasoningTrade-offsOpenAI
Data Privacy for Enterprise ToolsHard

Tests privacy-by-design controls for OpenAI agents interacting with enterprise data and tools.

data privacyOpenAI
The finish line: interview-readyComplete all 36 questions to finish this plan.