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Updated weekly · Last refresh Aug 30

Natural Intelligence Business Analyst Interview Questions

The questions to prepare for a Natural Intelligence Business Analyst interview. Questions from real interview reports rank first. Updated weekly.

34questions
~5htotal time
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1
SQL & Data ManipulationStart here. 8 questions + 2 drills · ~88 min
SQL Query for Top ProductsMedium
Practice

Rank Natural Intelligence products by completed revenue in the last completed quarter using joins, aggregation, and a date CTE.

sql queryperformance analysisNatural Intelligence
Explain SQL Join TypesEasy

Explain INNER, LEFT, RIGHT, FULL OUTER, CROSS, and SELF JOINs with examples and when to use each.

JoinsData WranglingGroup ByNatural Intelligence
Top Users by Recent Transaction VolumeMedium
Practice
Practice drill

Find the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.

Data Analysisquery optimizationsqlTTier 1 BankRevolutChime
Top Users by Region QueryMedium
Practice
Practice drill

Rank the top 10 ResMed myAir users in each region using joins, aggregation, and ROW_NUMBER().

Data AnalysissqlResmed
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2
Execution6 questions · ~51 min
Prioritize Competing Urgent Data RequestsEasy

Explain how you prioritize competing urgent data requests across teams with different business needs and expectations.

Trade-offsRoadmappingScope ManagementNatural Intelligence
Choose Visuals for Executive DashboardEasy

Explain how you would choose the right visualizations for a dashboard so different stakeholders can make decisions quickly and correctly.

Trade-offsSuccess CriteriaNatural Intelligence
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3
Metrics4 questions · ~34 min
Diagnose Traffic Root CauseMedium

Assesses structured troubleshooting and root-cause thinking for web traffic drops.

root cause analysisData AnalysisNatural Intelligence
Calculate Impact on Conversion RatesMedium

Assesses metrics design and causal thinking for product impact measurement.

feature evaluationNatural Intelligence
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4
Behavioral & Leadership14 questions · ~119 min
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5
More topics2 questions · ~17 min
Correlation vs Causation in AnalysisEasy

Explain why two metrics moving together does not prove that one causes the other, and how to assess causality more carefully.

RegressionCorrelationCausal InferenceNatural Intelligence
Logic and Stats QuizMedium

Evaluates reasoning and quantitative thinking for data-related problems.

logicstatisticsNatural Intelligence
The finish line: interview-readyComplete all 34 questions plus 2 hands-on drills to finish this plan.