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Updated weekly · Last refresh Aug 30

Intuit Management Consultancy Data Scientist Interview Questions

The questions to prepare for a Intuit Management Consultancy Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
System DesignStart here. 3 questions · ~24 min
2
Product Sense5 questions · ~40 min
Identify Top User Pain PointsMedium

Identify the most important user pain points using both qualitative and quantitative data.

User ResearchUser NeedsPain PointsIntuit Management Consultancy
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3
Machine Learning12 questions · ~96 min
Handling Missing Values in MLEasy

Explain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.

Cross-ValidationFeature EngineeringRegularizationIntuit Management Consultancy
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4
A/B Testing & Experimentation3 questions · ~24 min
Test Retention Lift from New FeatureHard

Design an experiment to determine whether a new product feature causes a meaningful retention lift without harming key guardrail metrics.

ExperimentationGuardrail MetricsA/B TestingIntuit Management Consultancy
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5
Pipelines3 questions · ~24 min
Batch vs Streaming Data ProcessingEasy

Compare batch and streaming data processing, including when each fits best in a pipeline.

Stream ProcessingETLBatch ProcessingIntuit Management Consultancy
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6
SQL & Data Manipulation6 questions + 3 drills · ~78 min
7
More topics18 questions · ~144 min
Diagnose Funnel Drop-OffMedium

Analyze where users drop off in a product funnel and identify the biggest conversion leak.

AARRR FrameworkFunnel AnalysisConversion RateIntuit Management Consultancy
Evaluating Imbalanced Classification ModelsMedium

Explain how to evaluate a classifier on imbalanced data, with focus on metrics that are more informative than accuracy.

F1 ScorePrecisionRecallIntuit Management Consultancy
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.