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Top 50 analytics Interview Questions

The most frequently asked analytics questions across all roles and companies, ranked by real interview frequency. Updated daily.

50questions
~7htotal time
119companies covered
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1
SQL & Data ManipulationStart here. 9 questions + 2 drills · ~97 min
Top Digital Services Per RegionMedium
Practice
Recently asked

Rank monthly Apple digital service revenue by region using DENSE_RANK and ROW_NUMBER to identify top performers.

Window FunctionsanalyticssqlApple
Identify Funnel Bottlenecks in OnboardingHard
Practice
Recently asked
Practice drill

Use joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.

Funnel AnalysissqlDiagnosisAtlassianRevolut
SQL Window Functions Moving AverageMedium
Practice
Recently asked
Practice drill

Calculate a three-day moving average of active-client revenue using aggregation and SQL window functions.

Window FunctionsData AnalysissqlAAreteSShyena Tech YarnsAATB Financial
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2
Behavioral & Leadership11 questions · ~94 min
Proud ProjectMedium
Recently asked

Tests ownership, prioritization, and impact by asking for the project you are most proud of.

achievementanalyticsaccountabilityDropboxCrystal PeakMacquarie Group
Handle Messy DataEasy

Tests how you clean, validate, and act on messy data while balancing speed, accuracy, and ownership.

analyticsanalytical judgmentattention to detailPPyramid Global TechnologiesBBSH HausgeräteAmazon
Owning Analytics Without Startup RegressionsMedium
Recently asked

Tests ownership and prioritization when adding mobile analytics under performance constraints, including stakeholder alignment and tradeoff communication.

analyticsstartup performancetechnical experienceDICK'S Sporting GoodsArlo TechnologiesSpeechify
Managing Technical DebtMedium

Tests ownership and adaptability when technical debt collides with changing customer requirements.

analyticsadaptabilityaccountabilityAmazon Web ServicesAAgiliad TechnologiesTTRC Companies
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3
Metrics25 questions · ~215 min
Finding Trends and PatternsMedium

Explain how to detect meaningful trends and patterns in a dataset using time comparisons, segmentation, and validation.

analyticsLagging Indicatorsdata pointsBee EngineeringUniversity of ArizonaDatabricks
Why Analytics MattersHard
Recently asked

Explain how analytics creates measurable business value at Salesforce through KPI alignment, actionable insights, and better decisions.

analyticsKPIactionable insightsSalesforce
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4
More topics5 questions · ~43 min
Longest or Shortest Order DurationsMedium
Practice

Scan order durations once to return all orders with the longest or shortest duration.

aggregationanalyticsArraysBolt
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