Top 15
Prep plan
Updated weekly · Last refresh Oct 17

KPMG GenAI Engineer Interview Questions

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

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1
Generative AI & LLMsStart here. 4 questions · ~32 min
Stopping Token GenerationMedium

Assesses understanding of LLM decoding stopping criteria and generation control.

llmKPMG
Handling Hallucinations and AccuracyMedium

Assesses strategies to reduce hallucinations and improve factual grounding in LLM outputs.

HallucinationModel EvaluationKPMG
RAG with Vector DatabasesMedium

Assesses your practical knowledge of retrieval pipelines and vector search for LLM applications.

RAGFrameworksKPMG
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2
System Design4 questions · ~32 min
Privacy-Preserving Summarization ArchitectureHard

Evaluates your ability to design secure, privacy-focused GenAI systems end to end.

data privacyKPMG
Caching to Reduce Cost and LatencyMedium

Tests your ability to optimize GenAI performance and cost using effective caching approaches.

latencyKPMG
High-Concurrency Real-Time APIHard

Assesses your system design skills for throughput, latency, and reliability under load.

system architectureKPMG
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3
Behavioral & Leadership5 questions · ~40 min
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4
More topics2 questions · ~16 min
Fine-Tuning for Domain TasksMedium

Assesses your understanding of fine-tuning workflows for domain-specific GenAI use cases.

model trainingFine-TuningKPMG
Evaluating Beyond PerplexityMedium

Tests your ability to select and justify evaluation methods aligned to real-world GenAI quality.

performance evaluationKPMG

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