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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 weekly.

30questions
~4htotal time
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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
Four-Party Model ChallengeMedium

Evaluates your understanding of payments network dynamics and key operational challenges.

challengesAn applied AI
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2
SQL & Data Manipulation4 questions + 3 drills · ~62 min
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
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
Resolve Conflicting Customer AttributesMedium
Practice
Practice drill

Use joins, CTEs, and row ranking to resolve conflicting customer profile values across ACME House systems.

JoinsData WranglingQualityRamsey SolutionsACME House
Reconcile Conflicting Invoice TotalsMedium
Practice
Practice drill

Reconcile billing and ERP invoice totals using joins, a CTE for latest snapshots, and CASE-based discrepancy classification.

JoinsData WranglingQualityLiterati
Normalize Messy CRM Contact DataHard
Practice
Practice drill

Clean inconsistent CRM contacts by joining source tables, standardizing values, and flagging bad records.

Data WranglingCase WhenQualityAlphaSense
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3
Behavioral & Leadership19 questions · ~152 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
Mixed-Methods Case ApproachMedium
Recently asked

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

case studyAn applied AI
Hobbies and Company PitchMedium

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

probabilitystatisticsAn applied AI
Walk Through Internet Connectivity TroubleshootingMedium

Evaluates structured problem-solving and diagnostic reasoning under pressure.

customer supportTroubleshootingAn applied AI

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