Dataford
Dataford
Top 15
Prep plan
Updated weekly · Last refresh Nov 6
C

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
Track your progressSign up free to work through all 15 questions and resume where you left off.
Start practicing free →
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
More A/B Testing & Experimentation questions with a free account
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
More Product Sense questions with a free account
3
Behavioral & Leadership3 questions · ~27 min
More Behavioral & Leadership questions with a free account
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

Sign up to see every question

Create a free account to unlock this list and practice real interview questions.

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

Write a SQL query to identify the top 10% of creators based on engagement metrics over the last 30 days. Use the provided creators and creatorengagements ...

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 ConsultancyChewySuperhuman
The finish line: interview-readyComplete all 15 questions plus 2 hands-on drills to finish this plan.