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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
~9htotal time
241companies covered
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1
SQL & Data ManipulationStart here. 8 questions · ~85 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
Rolling Engagement Metrics SQLHard
Practice
Recently asked

Calculate seven-day engagement totals, period changes, and daily category rankings for Apple users.

Window FunctionsanalyticsLag/LeadApple
Scenario SQL and Analytics QuestionsHard
Practice
Recently asked

Identify the highest-revenue product category for each region and month from a client analytics dataset.

analyticsDate FunctionsJoinsTiger Analytics
Top Assets Over Rolling 30 DaysMedium
Practice

Rank Robinhood assets by completed transaction count and active users over the latest rolling 30-day period.

analyticsDate FunctionsJoinsRobinhood
Relational Schema for AnalyticsHard
Practice

Design a star schema and produce a quarterly sales report with category revenue, order counts, rankings, and prior-month comparisons.

analyticsfact tablesstar schemaArtefact
SQL for Top 5% Daily UsersMedium
Practice

Identify the top 5% of users by average daily active usage during the previous calendar quarter.

analyticsDate FunctionsData ManipulationOkta
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2
Metrics31 questions · ~329 min
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3
Behavioral & Leadership6 questions · ~64 min
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4
More topics5 questions · ~53 min
Python and SQL Analytics Thought ExerciseMedium
Practice
Recently asked

Use sets and hash maps to find users active on every day in a specified interval.

deduplicationaggregationanalyticsNetflix
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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