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Updated weekly · Last refresh Aug 30

Forward Financing Data Analyst Interview Questions

The questions to prepare for a Forward Financing Data Analyst interview. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 11 questions + 2 drills · ~111 min
Rolling Cohort Default Rate SQLHard
Practice

Calculate Forward Financing's latest cohort default rate using layered CTEs and a 30-day window aggregate.

Window FunctionsDate FunctionsRunning TotalsForward Financing
Merge Financial Datasets Without DuplicatesMedium

Tests data modeling and SQL join strategy for reliable, deduplicated financial reporting.

JoinsData WranglingAggregationsForward Financing
Analyze Decision Impact by RegionEasy
Practice
Practice drill

Use joins, CASE WHEN, and date filtering to compare outcome rates before and after a decision.

Data WranglingDiagnosisAggregationsHarbourVest Partners
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
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2
Product Sense7 questions · ~58 min
Prioritize Metrics for Executive DashboardMedium

Tests metric prioritization and dashboard design aligned to executive decision-making.

Feature PrioritizationUser NeedsValue PropositionForward Financing
Improve Product via Merchant Portal BehaviorMedium

Tests product analytics and ability to translate behavioral signals into product actions.

User ResearchUser NeedsPain PointsForward Financing
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3
Metrics11 questions · ~91 min
Alternative Lending Unit EconomicsMedium

Tests understanding of lending unit economics and how metrics connect to profitability.

CACDiagnosisLTVForward Financing
Loan Portfolio Health DashboardMedium

Tests dashboard design for portfolio monitoring and metric selection over time.

KPIsDiagnosisTime SeriesForward Financing
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4
Statistics & Probability3 questions · ~25 min
Turn Ambiguous Problems Into HypothesesHard

Tests problem decomposition, hypothesis testing design, and data requirements definition.

ExperimentationHypothesis TestingCausal InferenceForward Financing
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5
Behavioral & Leadership4 questions · ~33 min
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6
More topics2 questions · ~17 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityForward Financing
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The finish line: interview-readyComplete all 38 questions plus 2 hands-on drills to finish this plan.