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Updated weekly · Last refresh Aug 30

Bolt Operations Analyst Interview Questions

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

17questions
~2htotal time
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1
SQL & Data ManipulationStart here. 6 questions + 2 drills · ~72 min
Top Driver Earnings Per HourMedium
Practice

Find the top 10% of drivers by last month's earnings per hour using joins, aggregation, and percentile ranking.

Date FunctionsRankingAggregationsBolt
Customer Orders: LEFT vs INNER JOINEasy

Explain how INNER JOIN and LEFT JOIN differ, and when to use each for matched-only versus all-left-row analysis.

JoinsData WranglingGroup ByBolt
SQL Join for RevenueMedium

Tests SQL join skills for linking operational signals to marketplace outcomes.

data integrationdatabase managementBolt
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
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2
Execution3 questions · ~26 min
Root Cause of Ride DropMedium

Tests structured troubleshooting and data-driven thinking to diagnose operational demand issues.

Data AnalysisProblem Solvingoperational efficiencyBolt
Experiment for Driver IncentivesMedium

Tests experimental design, measurement, and decision criteria for operational programs.

experiment designBolt
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3
Behavioral & Leadership5 questions · ~44 min
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4
More topics3 questions · ~26 min
Analyzing Competitor Pricing ImpactMedium

Tests competitive analysis and causal reasoning using growth and demand signals.

Competitive AnalysisGrowth StrategyBolt
Metrics for Reducing Wait TimeMedium

Tests metric selection and operational KPI design for improving passenger experience.

performance metricsoperational efficiencyBolt
Entering a New MarketMedium

Evaluates how you analyze market entry considerations for Bolt’s operations across cities and countries.

market analysisBolt
The finish line: interview-readyComplete all 17 questions plus 2 hands-on drills to finish this plan.