Top 22
Prep plan
Updated weekly · Last refresh Oct 17

The Sparks Foundation Business Analyst Interview Questions

The questions to prepare for a The Sparks Foundation Business Analyst interview. Questions from real interview reports rank first. Updated daily.

22questions
~3htotal time
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1
SQL & Data ManipulationStart here. 7 questions + 3 drills · ~86 min
2
Metrics5 questions · ~40 min
Choosing Metrics for New ProgramsEasy

Pick metrics for a new program by tying them to the goal, separating leading and lagging signals, and defining a clear KPI set.

KPIsLeading IndicatorsDiagnosisThe Sparks Foundation
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsThe Sparks Foundation
Machine Learning in AnalysisMedium

Tests your ability to connect ML concepts to business problems and decision-making.

Lagging IndicatorsLeading IndicatorsDiagnosisThe Sparks Foundation
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3
Behavioral & Leadership8 questions · ~64 min
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4
More topics2 questions · ~16 min
Creating a Business CaseMedium

Tests your ability to structure justification, costs, benefits, and risks for decisions.

EstimationTAM/SAM/SOMGo-to-MarketThe Sparks Foundation
Improving Educational Tool UXMedium

Tests your product sense and structured approach to improving user outcomes.

User NeedsPain PointsUse CasesThe Sparks Foundation
The finish line: interview-readyComplete all 22 questions plus 3 hands-on drills to finish this plan.