Top 19
Prep plan
Updated weekly · Last refresh Sep 21
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GHD Data Scientist Interview Questions

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

19questions
~3htotal time
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1
MetricsStart here. 3 questions · ~25 min
Separate Retention From Short Term EngagementHard

Assess whether a feature drives durable retention gains or only a temporary spike in usage.

RetentionEngagement MetricsGGHD
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 IndicatorsDiagnosisGGHD
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2
Statistics & Probability3 questions · ~25 min
Understanding Type I and Type II Errors in TestingMedium

Differentiate between Type I and Type II errors in hypothesis testing with a practical example.

Hypothesis TestingStatistical SignificanceP-ValuesGGHD
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 SignificanceAnalysisGGHD
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3
A/B Testing & Experimentation3 questions · ~25 min
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 MismatchGGHD
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4
Product Sense4 questions · ~34 min
Engagement Metric DesignMedium

Evaluates your approach to defining, validating, and operationalizing engagement metrics.

Data Analysisuser engagementGGHD
Short-Term Optimization vs Long-Term ValueMedium

Evaluates your ability to manage trade-offs between immediate gains and durable outcomes.

user valuebalanceGGHD
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5
Behavioral & Leadership4 questions · ~34 min
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6
More topics2 questions · ~17 min
Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 19 questions plus 3 hands-on drills to finish this plan.