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Updated weekly · Last refresh Sep 19

PlayStation AI Engineer Interview Questions

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

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1
Generative AI & LLMsStart here. 3 questions · ~24 min
State Management for Long Running AgentsHard

Explain how to manage memory, summarization, retrieval, and safety in a long-running LLM agent when context exceeds the model window.

long contextcontext windowstate managementPlayStation
Multi-Agent Workflow AutomationHard

Evaluates your ability to architect multi-agent systems for reliable workflow automation.

multi-agent systemsworkflowAutomationPlayStation
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2
System Design4 questions · ~32 min
Design an LLM Serving PlatformHard

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Cold StartFeature StoreModel ServingPlayStation
Cost-Efficient LLM ServingHard

Assesses system design decisions that reduce LLM serving cost without sacrificing throughput.

cost optimizationthroughputPlayStation
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3
Behavioral & Leadership5 questions · ~40 min
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4
More topics5 questions · ~40 min
Evaluating LLMs in ProductionMedium

Assesses how you validate LLM quality, reliability, and performance after deployment.

productionPlayStation
Embeddings for Retrieval AccuracyMedium

Assesses your approach to embedding generation, indexing, and retrieval quality improvements.

PlayStation
Custom Vector Similarity SearchHard

Assesses your algorithmic and implementation skills for vector similarity search.

coding challengeimplementationPlayStation
Embedding Strategy TradeoffsMedium

Evaluates your ability to reason about retrieval quality, cost, and complexity.

Vector SearchtradeoffsPlayStation
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The finish line: interview-readyComplete all 17 questions to finish this plan.