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Updated weekly · Last refresh Aug 30

Bolt Business Analyst Interview Questions

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

18questions
~2htotal time
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1
Product SenseStart here. 3 questions · ~24 min
Maximizing Courier Tipping ValueMedium

Tests product sense for improving engagement and outcomes of courier tips on Bolt.

Bolt
Optimizing Predicted Price PrecisionMedium

Tests product sense and feature prioritization for improving pricing predictions at Bolt.

Feature PrioritizationData AnalysisBolt
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2
Execution5 questions · ~40 min
EDA vs Predictive ModelingMedium

Tests judgment on when to use EDA or modeling to answer business questions at Bolt.

Decision Makingpredictive modelingBolt
Prioritizing Competing Product RequestsMedium

Tests execution planning and prioritization across product teams in a fast-moving Bolt environment.

time managementPrioritizationBolt
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3
Behavioral & Leadership5 questions · ~40 min
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4
More topics5 questions · ~40 min
SQL Cohort Performance Over TimeMedium

Tests SQL skills for cohorting and time-window performance analysis for Bolt customers.

sql queryperformance analysisBolt
Courier Incentive Program SuccessMedium

Tests ability to define metrics and measurement plans for courier incentives at Bolt.

success metricsBolt
Unit Economics for New City LaunchHard

Tests strategic modeling of costs and revenues to assess viability of Bolt city expansion.

market analysisunit economicsBolt
Validating High-Variance A/B TestsHard

Tests statistical rigor for reliable experimentation decisions under noisy metrics at Bolt.

VarianceA/B TestingBolt
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
SQL Retention Rate QueryMedium
Practice
Practice drill

Calculate Disney+ January cohort retention in February using a CTE, LEFT JOIN, date filters, and distinct user counts.

sql queryData AnalysisHelloFreshDDisney Entertainment & SportsFacebook
Calculate 30-Day User RetentionHard
Practice
Practice drill

Use CTEs, joins, and date filtering to calculate 30-day retention by signup cohort from login and feature usage data.

Window FunctionsDate FunctionsAggregationsCurefitReachMobiIndeed
Build Monthly Retention Cohort TableHard
Practice
Practice drill

Build a monthly customer retention cohort table using CTEs, date math, and conditional aggregation.

Window FunctionsDate FunctionsAggregationsBoltDaveAffirm
The finish line: interview-readyComplete all 18 questions plus 3 hands-on drills to finish this plan.