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Updated weekly · Last refresh Oct 17

Bolt Operations Analyst Interview Questions

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

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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
Top Factors Driving ChurnHard

Tests fast, high-impact analysis using data manipulation and prioritization under time pressure.

time managementData AnalysisBolt
Top Spend Users SQLMedium
Practice
Practice drill

Write a query to identify the top 5% of users by spend in the last 3 months. Use the users and payments tables. Spend includes completed payments within t...

Date Functionssql queryData Analysisiidealo internetBolt
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 FunctionsAggregationsCurefitIndeedTikTok
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2
Execution3 questions · ~26 min
Experiment for Driver IncentivesMedium

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

experiment designBolt
Root Cause of Ride DropMedium

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

Data AnalysisProblem Solvingoperational efficiencyBolt
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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

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