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Prep plan
Updated weekly · Last refresh Aug 30

KPMG AI Engineer Interview Questions

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

50questions
~8htotal time
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1
CodingStart here. 12 questions · ~116 min
Binary Search on Rotated ArrayEasy
Practice

Find a target index in Grab's rotated sorted data using modified binary search in O(log n) time.

binary searchArraysAlgorithmsKPMG
Flatten Nested Dictionary KeysEasy
Practice

Flatten a nested dictionary into dotted-path keys using recursion and a hash map.

RecursionHash TablesArraysKPMG
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2
Model Evaluation5 questions · ~49 min
Approach to Underperforming ModelsMedium

Structured approach for diagnosing an underperforming model and deciding whether to fix data, thresholding, calibration, or the model.

PrecisionAccuracyRecallKPMG
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3
Generative AI & LLMs11 questions · ~107 min
Fix Hallucinations in RAG AnswersEasy

Reduce hallucinations in a RAG system even when retrieval is already correct, using grounding, verification, and evaluation.

KPMG
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4
System Design11 questions · ~107 min
Design a Multi Agent Coordination SystemHard

Design the infrastructure for a multi-agent system where agents communicate, coordinate work, and recover from non-deterministic failures.

Feature StoreModel ServingRecommendation SystemsKPMG
Design an LLM Serving PlatformHard

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

Cold StartFeature StoreModel ServingKPMG
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5
NLP7 questions · ~68 min
Scaling Embeddings and Vector SearchMedium

Assesses your approach to building and scaling vector search systems for large document corpora.

Vector SearchscalabilityKPMG
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6
Behavioral & Leadership3 questions · ~29 min
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7
More topics1 question · ~10 min
Draw and Explain RAG PipelineHard

Evaluates your ability to clearly explain a RAG pipeline architecture and its key components.

pipeline designRAGKPMG
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