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Updated weekly · Last refresh Oct 17

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 daily.

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~2htotal time
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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
Connecting Data Across PlatformsMedium

Assesses your practical toolkit for cross-platform data integration and preparation.

data integrationexcel skillsCashfree
SQL for Conversion RatesMedium

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

sql queryCashfree
SQL Transactions Per MerchantMedium
Practice
Practice drill

Count each merchant's transactions from the previous calendar month, retaining merchants with zero activity.

Date FunctionsJoinssql queriesCashfree
Second-Highest Transaction Amount QueryMedium
Practice
Practice drill

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

SubqueriesRankingsalaryCapgemini FSSBUFreechargeNPCI
SQL Joins for Campaign and TransactionsMedium
Practice
Practice drill

Combine campaign spend with completed transaction totals while preserving campaigns that have no matching transactions.

null handlingJoinsData WranglingSeatgeek
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2
Behavioral & Leadership5 questions · ~40 min
Contradicting Senior Stakeholder IntuitionMedium

Tests influence without authority when data conflicts with senior judgment, including stakeholder management and clear communication.

Conflict ResolutionStakeholder ManagementAnalysisCashfree
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3
More topics3 questions · ~24 min
Product Value and FitMedium

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

salesCashfree
Live Case Study Business ThinkingMedium

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

case studyCashfree
Designing a New B2B AppMedium

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

Cashfree

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The finish line: interview-readyComplete all 14 questions plus 3 hands-on drills to finish this plan.