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Voodoo Interview Questions

The questions to prepare for Voodoo interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
ExecutionStart here. 5 questions · ~42 min
2
Product Sense5 questions · ~42 min
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueVVoodoo
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3
Behavioral & Leadership19 questions · ~160 min
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4
More topics7 questions · ~59 min
Rolling 7-Day Revenue in SQLMedium
Practice

Calculate each active user's rolling seven-day revenue average with daily aggregation and window functions.

Window FunctionsDate FunctionsRunning TotalsVVoodoo
Month-End Close ProcessHard

Explain a controlled month-end close, including reconciliations, accruals, variance analysis, review, and GAAP financial statement completion.

Accounting FundamentalsFinancial Statementsfinancial processesVVoodoo
Handling Class Imbalance in ClassificationMedium

Explain practical ways to train and evaluate a classifier when the target classes are highly imbalanced.

model trainingSupervised LearningClass ImbalanceVVoodoo
Explain Statistical SignificanceMedium

Explain statistical significance, p-values, practical importance, and uncertainty to a non-technical stakeholder.

Hypothesis TestingCommunicationStatistical SignificanceVVoodoo
Pitfalls in Mobile Game ExperimentsHard

Identify the major pitfalls in mobile game A/B tests and explain how to design around them before making a ship decision.

Network InterferencePeekingNovelty EffectVVoodoo
Model Evaluation MetricsMedium

Explain your experience selecting and interpreting model evaluation metrics across machine learning tasks.

performance evaluationevaluation metricsPrecisionVVoodoo
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
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