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Updated weekly · Last refresh Oct 17

Intuit Data Scientist Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 8 questions · ~70 min
2
A/B Testing & Experimentation9 questions · ~78 min
Use CUPED to Improve Experiment PowerHard
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Assess how CUPED changes variance and sample size in an online experiment, and decide whether the uplift is detectable.

ExperimentationCUPEDPower AnalysisIntuit
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3
Metrics4 questions · ~35 min
First Checks for Metric DropsEasy
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Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisIntuit
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4
Machine Learning5 questions · ~44 min
Explain Boosted TreesHard
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Explain how boosted trees build ensembles sequentially, when to use them, and how to control overfitting.

model selectionEnsemble MethodsDecision TreesIntuit
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5
Product Sense9 questions · ~78 min
Diagnose Negative Business OutcomesHard
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Diagnose a negative business outcome, isolate its root causes, and prioritize actions to restore performance.

product analysisMetricsProblem SolvingIntuit
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6
Statistics & Probability6 questions · ~52 min
Customer Error Probabilities to Expert ReachMedium
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Assesses your ability to compute multi-step likelihoods using probability reasoning.

Intuit
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7
More topics9 questions · ~78 min
Why Use F1-ScoreMedium
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Explain when F1-score is more informative than accuracy, precision, or recall for evaluating a classification model.

F1 ScorePrecisionModel EvaluationIntuit
Real-Time Anomaly Detection or Churn SystemHard
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Evaluates your system design skills for real-time ML, including data, modeling, and deployment.

Machine Learninganomaly detectionIntuit
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