Top 14
Prep plan
Updated weekly · Last refresh Aug 30

Aurora Innovation Business Analyst Interview Questions

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

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1
SQL & Data ManipulationStart here. 3 questions + 3 drills · ~54 min
Sales Dataset Analysis ApproachMedium

Tests your end-to-end analytical thinking, from understanding data to deriving actionable insights.

Data WranglingGroup ByAggregationsAurora Innovation
Data Validation and CleaningMedium

Tests your data quality practices to ensure reliable analysis and trustworthy metrics.

Data WranglingQualityAurora Innovation
Data Visualization and Reporting ToolsMedium

Tests your practical reporting and visualization toolkit for communicating insights.

ToolsData WranglingAggregationsAurora Innovation
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
Top Customers by Net SalesMedium
Practice
Practice drill

Compute top 10 customers by net sales using joins and aggregations, ordering by revenue with deterministic tie-breaking.

SubqueriesJoinsData WranglingGain DigitalTCSZest AI
Find Spending Variance Drivers by DepartmentHard
Practice
Practice drill

Use joins and LAG to isolate departments driving a large month-over-month spending variance.

JoinsData WranglingGroup ByState of CaliforniaUniversity of ChicagoThe Church of Jesus Christ of Latter-day Saints
2
Behavioral & Leadership7 questions · ~56 min
Motivation Through Ownership and GrowthEasy

Tests whether your motivation is grounded in ownership, growth, and impact rather than generic ambition.

LeadershipOwnershipAurora Innovation
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3
More topics4 questions · ~32 min
Prioritize Conflicting Engineering DeadlinesMedium

Explain how you would prioritize competing engineering deadlines when stakeholders, business impact, and delivery risk are all in tension.

Trade-offsRoadmappingRisk AssessmentAurora Innovation
Market Viability for Autonomous FeatureMedium

Tests your ability to translate market and customer needs into a data-informed viability assessment.

Product-Market FitCompetitive AnalysisMarket SizingAurora Innovation
Dashboard for Fleet PerformanceMedium

Tests your dashboard design skills, metric selection, and how you support operational decision-making.

North Star MetricKPIsLeading IndicatorsAurora Innovation
Diagnose Underperforming FleetMedium

Tests your structured troubleshooting using metrics, segmentation, and root-cause reasoning.

KPIsLeading IndicatorsDiagnosisAurora Innovation

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