Top 17
Prep plan
Updated weekly · Last refresh Nov 6
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GoodRx Data Scientist Interview Questions

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

17questions
~2htotal time
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1
A/B Testing & ExperimentationStart here. 3 questions · ~25 min
Pricing Page Experiment DesignHard

Design an end-to-end A/B test for a pricing page, including MDE, guardrails, analysis plan, and a ship decision.

Guardrail MetricsSample SizeA/B TestingGGoodRx
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchGGoodRx
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2
Statistics & Probability4 questions · ~33 min
Sample Size for A/B TestsEasy

Choose sample size and runtime by combining baseline rate, MDE, alpha, power, and expected traffic.

Power AnalysisSample SizeA/B TestingGGoodRx
Guard Against False PositivesMedium

Tests understanding of false positive risk and controls in experimentation.

experiment designStatistical Significancefalse positivesGGoodRx
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3
Behavioral & Leadership6 questions · ~49 min
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4
More topics4 questions · ~33 min
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisGGoodRx
Primary Success Metrics for LaunchMedium

Tests product metric selection aligned to user outcomes and measurable impact on GoodRx.

product analysissuccess metricsGGoodRx
Design Retention MetricMedium

Evaluates ability to define and operationalize retention metrics for a consumer healthcare product.

user retentionGGoodRx
Diagnose Sudden DAU DropMedium

Assesses structured debugging of product metric drops using data analysis and segmentation.

product metricsDiagnosisuser engagementGGoodRx
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