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Updated weekly · Last refresh Aug 30

Cashfree Marketing Analytics Specialist Interview Questions

The questions to prepare for a Cashfree Marketing Analytics Specialist interview. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 6 questions + 3 drills · ~78 min
Cleaning Messy Campaign DataEasy

Explain how to clean messy campaign data using SQL with validation, NULL handling, and structured transformation steps.

null handlingData Wranglingdata integrityCashfree
Validating Data Before ReportingEasy

Explain how to validate SQL data before reporting, including null checks, duplicates, outliers, and aggregation reconciliation.

JoinsData WranglingQualityCashfree
SQL for Conversion RatesMedium

Tests SQL skills for calculating conversion rates from event or funnel tables.

sql queryCashfree
Cohort Analysis ProcessMedium

Tests ability to design and execute cohort analysis for marketing performance insights.

Data AnalysisCohort AnalysisCashfree
Second-Highest Transaction Amount QueryMedium
Practice
Practice drill

Find the second-highest distinct transaction amount using a subquery in PostgreSQL without LIMIT.

SubqueriesRankingsalaryCapgemini FSSBUFreechargeNPCI
Resolve Conflicting Customer AttributesMedium
Practice
Practice drill

Use joins, CTEs, and row ranking to resolve conflicting customer profile values across ACME House systems.

JoinsData WranglingQualityRamsey SolutionsACME House
Reconcile Conflicting Invoice TotalsMedium
Practice
Practice drill

Reconcile billing and ERP invoice totals using joins, a CTE for latest snapshots, and CASE-based discrepancy classification.

JoinsData WranglingQualityLiterati
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2
Behavioral & Leadership5 questions · ~40 min
Explaining Complex Analysis to Nontechnical StakeholdersMedium

Tests communication of complex analytics to nontechnical stakeholders, with emphasis on influence, clarity, and driving action from insights.

Stakeholder ManagementCommunicationtechnicalCashfree
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3
More topics3 questions · ~24 min
Designing a New B2B AppMedium

Assesses your product thinking and ability to connect analytics needs to B2B app design.

Cashfree
Live Case Study Business ThinkingMedium

Evaluates structured business reasoning and how you translate data into decisions.

case studyCashfree
Product Value and FitMedium

Evaluates your ability to articulate customer value and product-market fit.

salesCashfree

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