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Updated weekly · Last refresh Aug 30

Poshmark Data Scientist Interview Questions

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

50questions
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1
SQL & Data ManipulationStart here. 11 questions · ~103 min
2
Statistics & Probability11 questions · ~103 min
Interpreting Significance in ExperimentsMedium

Explain statistical significance in experiments and how p-values and confidence intervals guide interpretation.

Confidence IntervalsStatistical SignificanceP-ValuesPoshmark
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3
Metrics12 questions · ~112 min
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisPoshmark
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4
Product Sense8 questions · ~75 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 valuePoshmark
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5
More topics8 questions · ~75 min
Detect Interference in Ops ExperimentHard

Assess whether interference between nearby units could bias an operations experiment and how to test for it.

Network InterferenceExperimentationCausal InferencePoshmark
Predict Seller Pricing and ConversionMedium

Tests your ability to design predictive models for marketplace outcomes and define targets.

Feature EngineeringRegularizationSupervised LearningPoshmark
Evaluate Recommendation PerformanceMedium

Tests your ability to choose offline and online evaluation metrics for feed recommendations.

PrecisionAccuracyRecallPoshmark
Executive Dashboards for Marketplace HealthHard

Tests ability to design durable KPI dashboards, define ownership, and ensure data reliability for executives.

ToolsData ModelingQualityPoshmark
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