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Updated weekly · Last refresh Aug 30

AG1 Financial Analyst Interview Questions

The questions to prepare for a AG1 Financial Analyst interview. Questions from real interview reports rank first. Updated weekly.

19questions
~3htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 3 drills · ~62 min
Spot Operational InefficienciesMedium

Tests analytical thinking and data-driven identification of operational inefficiencies.

Data AnalysisProblem Solvingoperational efficiencyAG1
Reconcile Large DatasetsMedium

Tests data quality practices, reconciliation discipline, and error handling in financial analysis.

error handlingdata integrityAG1
Top Users by Recent Transaction VolumeMedium
Practice
Practice drill

Find the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.

Data Analysisquery optimizationsqlTTier 1 BankRevolutChime
Monthly Retention Cohort AnalysisHard
Practice
Practice drill

Build monthly signup cohorts with CTEs and joins to calculate month 0-2 retention for a self-serve product.

Data Analysisuser retentionCohort AnalysisRed VenturesBILLOpenAI
Flag Suspicious Driver Signup ClustersHard
Practice
Practice drill

Use CTEs, joins, aggregations, and CASE logic to flag Lyft driver accounts with suspicious early activity patterns.

fraud detectionData AnalysisRisk ManagementLyft
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2
Strategy3 questions · ~24 min
Forecasting Revenue for LaunchMedium

Tests ability to build practical revenue forecasts for AG1 product launches using sound assumptions.

product launchFinancial AnalysisAG1
Diagnose Margin Dip Root CauseHard

Tests structured root-cause analysis for margin changes and prioritization of likely drivers.

margin analysisroot cause analysisAG1
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3
Behavioral & Leadership8 questions · ~64 min
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4
More topics4 questions · ~32 min
Prioritize Core Business Financial MetricsEasy

Identify the most important financial metrics for judging business health, profitability, cash generation, and future performance.

KPIsLeading IndicatorsDiagnosisAG1
Leading Department BudgetingHard

Assesses budgeting ownership, planning rigor, and ability to align forecasts to AG1 priorities.

KPI developmentFinancial StatementsAG1
Cash Flow vs Net IncomeMedium

Tests ability to explain key financial metrics and interpret them in a growth context.

cash flowfinancial metricsAG1
Core Analyst TopicsMedium

Assesses your command of core financial analysis concepts and communication of results.

behavioral questionsAG1

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The finish line: interview-readyComplete all 19 questions plus 3 hands-on drills to finish this plan.