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Updated weekly · Last refresh Oct 17

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 daily.

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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
Validate Analyses with ExcelEasy

Assesses practical use of Excel to validate and sanity-check analysis outputs.

Exceldata validationForward Financing
Top Credit Score Applicants by StateMedium
Practice
Practice drill

Identify the highest-credit-score 5% of applicants within each state using percentiles and window ranking.

Window FunctionsJoinsRankingAmerican Credit Acceptance
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
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2
Product Sense7 questions · ~58 min
Dashboard for Portfolio HealthMedium

Tests dashboard design choices for portfolio health and credit risk visibility at a lending fintech.

dashboard designForward Financing
Prioritize Metrics for Executive DashboardMedium

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

Feature PrioritizationUser NeedsValue PropositionForward Financing
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3
Metrics11 questions · ~91 min
Measure Revenue-Based Model SuccessMedium

Assesses metric design for evaluating a revenue-based lending model using CRM and transaction data.

salesforceForward 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
Causal Impact of Marketing StrategyHard

Tests causal reasoning and statistical methods to assess marketing changes on demand.

Causal InferenceTime SeriesA/B TestingForward 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.