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Prep plan
Updated weekly · Last refresh Oct 17

An applied AI Business Analyst Interview Questions

The questions to prepare for a An applied AI Business Analyst interview. Questions from real interview reports rank first. Updated daily.

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1
StrategyStart here. 3 questions · ~24 min
Estimate Gas Stations in a CityEasy
Recently asked

A market sizing question that tests how you structure assumptions, estimate demand, and sanity check the number of gas stations in a city.

EstimationTAM/SAM/SOMMarket SizingAn applied AI
Analyze Growth Drivers and RisksHard
Recently asked

Assess the main factors driving business growth, identify material risks, and recommend priorities for sustainable performance.

risk analysisanalytical thinkingbusiness strategyAn applied AI
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2
SQL & Data Manipulation4 questions + 3 drills · ~62 min
Validating Data Before ReportingEasy
Recently asked

Explain how to validate SQL data before reporting, including null checks, duplicates, outliers, and aggregation reconciliation.

JoinsData WranglingQualityAn applied AI
Handling Missing and Dirty SQL DataMedium
Recently asked

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

Data WranglingCase WhenQualityAn applied AI
Regression Testing and ReportsMedium
Practice
Recently asked
Practice drill

Compare the two latest regression runs and identify tests that changed from passing to failing.

JoinsTestingAn applied AIMastercard
SQL ExperienceMedium
Practice
Practice drill

Aggregate approved employee hours by department, including departments without qualifying records.

experienceJoinsCase WhenNational IndemnityDayforceAvalara
SQL Scripting on the JobMedium
Practice
Practice drill

Demonstrate practical SQL experience by summarizing qualifying orders for every customer, including customers without matching orders.

experienceJoinsCase WhenSpectrum
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3
Behavioral & Leadership16 questions · ~128 min
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4
More topics4 questions · ~32 min
Using Data to Influence DecisionsEasy
Recently asked

Share how you used data to shape a business decision, including the analysis, recommendation, and outcome.

User ResearchUser NeedsValue PropositionAn applied AI
Walk Through Internet Connectivity TroubleshootingMedium
Recently asked

Evaluates structured problem-solving and diagnostic reasoning under pressure.

customer supportTroubleshootingAn applied AI
Hobbies and Company PitchMedium
Recently asked

Tests your ability to reason with statistics and interpret probability questions.

probabilitystatisticsAn applied AI
Mixed-Methods Case ApproachMedium
Recently asked

Tests structuring, analytical reasoning, and how you combine qualitative and quantitative evidence.

case studyAn applied AI

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