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Aurora Innovation Interview Questions

The questions to prepare for Aurora Innovation interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
CodingStart here. 10 questions · ~89 min
Find Common VulnerabilitiesEasy
Practice

Count vulnerability findings in Aurora code and return the top k types using frequency counting and deterministic ranking.

Hash TablesStringsSortingAurora Innovation
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2
Execution10 questions · ~89 min
Prioritize Work Under Tight DeadlinesEasy

Explain how you prioritize competing work under time pressure while making trade-offs and keeping stakeholders aligned.

Trade-offsRoadmappingScope ManagementAurora Innovation
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3
Metrics5 questions · ~44 min
Define Success Metrics for FeaturesMedium

Set a clear north star, supporting KPIs, leading indicators, and guardrails for a new product feature.

North Star MetricLagging IndicatorsKPIsAurora Innovation
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4
Product Sense5 questions · ~44 min
Using Feedback in Product DevelopmentEasy

Explain how user feedback should inform discovery, prioritization, and validation in a product development process.

User ResearchPain PointsUse CasesAurora Innovation
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5
SQL & Data Manipulation3 questions + 3 drills · ~57 min
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
Daily Session Funnel Conversion RatesHard
Practice
Practice drill

Calculate daily session-level funnel conversion rates using CTEs, CASE WHEN, and date functions.

User NeedsData WranglingAggregations
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
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6
System Design7 questions · ~62 min
Real-Time Telemetry Ingestion PipelineHard

Tests real-time pipeline architecture for high-throughput telemetry ingestion at scale.

monitoringdistributed trainingFeature StoreAurora Innovation
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7
More topics10 questions · ~89 min
Validating a Market OpportunityMedium

Tests strategy and analytical rigor in identifying and validating opportunities for autonomous mobility products.

EstimationGrowth StrategyMarket SizingAurora Innovation
Cloud and DevOps WorkflowMedium

Evaluates your ability to build and operate reliable software pipelines for production systems.

terraformCloudawsAurora Innovation
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.