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Culture Amp Data Scientist Interview Questions

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

15questions
~2htotal time
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1
A/B Testing & ExperimentationStart here. 3 questions · ~27 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 MismatchCCulture Amp
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2
Product Sense3 questions · ~27 min
Diagnose drop in survey responsesMedium

Evaluates diagnostic reasoning and experimentation in a survey platform context.

Data AnalysisDiagnosisEngagement MetricsCCulture Amp
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3
Behavioral & Leadership3 questions · ~27 min
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4
More topics6 questions · ~54 min
Rolling Average Over Last 30 DaysMedium
Practice

Calculate each customer's 30-day rolling engagement average using a PostgreSQL window function.

Date FunctionsData ManipulationAggregationsCCulture Amp
Investigate Metric DropMedium

Diagnose a below-expectations product metric drop using decomposition, guardrails, and experiment checks.

metric selectionDiagnosiskpi hierarchyCCulture Amp
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceCCulture Amp
Explain n-gram conceptsMedium

Tests understanding of basic NLP concepts and their application.

Language ModelsCCulture Amp
Handling Missing and Dirty SQL DataMedium

Explain how to profile, clean, and standardize missing or dirty data before analysis.

Data WranglingCase WhenQualityCCulture Amp
Design a user engagement metricMedium

Assesses metric design and alignment with product goals for a survey platform.

product metricsuser engagementCCulture Amp

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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
SQL Top 10% Creators by EngagementMedium
Practice
Practice drill

Rank TikTok creators by 30-day engagement and return the top 10% using aggregation and window functions.

Date Functionssql queryData AnalysisTikTok
Consecutive Activity Days QueryMedium
Practice
Practice drill

Identify each user's consecutive website activity streaks using date arithmetic and SQL window functions.

Window FunctionsDate FunctionsData ManipulationIntuit Management ConsultancyChewyAllstate
The finish line: interview-readyComplete all 15 questions plus 2 hands-on drills to finish this plan.