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Pathloom Interview Questions

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

35questions
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1
SQL & Data ManipulationStart here. 4 questions + 1 drill · ~46 min
2
Metrics9 questions · ~81 min
Measure Marketing Campaign SuccessEasy

Define campaign success using business KPIs, funnel conversion, acquisition cost, and leading indicators tied to outcomes.

Funnel AnalysisKPIsLeading IndicatorsPathloom
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3
Strategy4 questions · ~36 min
Develop a New Market GTM StrategyEasy

Approach for building a go-to-market strategy for a new market or solution.

Competitive AnalysisGo-to-MarketGrowth StrategyPathloom
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4
Machine Learning4 questions · ~36 min
Prevent Overfitting in ML ModelsEasy

Explain how to reduce overfitting using regularization, validation, and model selection.

Cross-ValidationBias-Variance TradeoffRegularizationPathloom
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5
Statistics & Probability4 questions · ~36 min
Determining A/B Test SignificanceMedium

Explain how to evaluate whether an A/B test result is statistically significant and how to interpret the result.

marketing experimentStatistical SignificanceAnalysisPathloom
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6
Behavioral & Leadership7 questions · ~63 min
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7
More topics3 questions · ~27 min
Design Test for Novelty and SpilloversHard

Design an experiment that accounts for novelty effects and network spillovers before deciding whether to ship.

Network InterferenceExperimentationNovelty EffectPathloom
Finding Purchase Trends to Lift SalesMedium

Tests your ability to derive actionable business insights from customer purchase behavior.

User NeedsUse CasesProduct VisionPathloom
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The finish line: interview-readyComplete all 35 questions plus 1 hands-on drill to finish this plan.