Top 27
Prep plan
Updated weekly · Last refresh Oct 17
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EPAM India AI Engineer Interview Questions

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

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1
CodingStart here. 7 questions · ~71 min
LLM Response CachingHard
Practice

Implement an LRU cache with TTL expiration for EPAM India LLM responses using hash maps and ordered access tracking.

EEPAM India
Longest Common Prefix in StringsEasy
Practice

Find the longest shared starting substring across an array of strings using prefix shrinking.

ArraysStringsEEPAM India
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2
Generative AI & LLMs9 questions · ~91 min
Copilot Studio Topic Flows and EntitiesHard

Explain Copilot Studio topic-flow solutions and how entities extract, validate, and use user-provided values.

Structured ExtractionPrompt EngineeringLLM AgentsEEPAM India
RAG Debugging and Tooling ComparisonHard

Diagnose RAG failures, define performance evaluations, and contrast LangChain with LangGraph through a practical example.

RAGperformance measurementLLM AgentsEEPAM India
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3
System Design4 questions · ~40 min
Design an LLM Serving PlatformHard

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

Cold StartFeature StoreModel ServingEEPAM India
Hosted vs Self-Hosted LLMsMedium

Evaluates your ability to make deployment trade-offs for secure enterprise AI systems.

Trade-offsEEPAM India
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4
Behavioral & Leadership4 questions · ~40 min
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5
More topics3 questions · ~30 min
Embedding Optimization for SearchMedium

Assesses your approach to improving embedding quality and retrieval performance at scale.

optimizationEEPAM India
LLM Evaluation Without Ground TruthMedium

Evaluates practical LLM quality metrics when labeled answers are not available.

LLM EvaluationEEPAM India
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