Top 16
Prep plan
Updated weekly · Last refresh Aug 30

Freshworks Data Analyst Interview Questions

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

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1
PipelinesStart here. 4 questions · ~32 min
Design SCD Type 1 and 2Medium

Design and implement SCD Type 1 and Type 2 dimensions with history tracking, idempotent loads, and data quality controls.

slowly changing dimensionsData ModelingBackfillingFreshworks
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityFreshworks
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2
SQL & Data Manipulation8 questions + 3 drills · ~94 min
Star vs Snowflake for Meta AnalyticsEasy

Explain star and snowflake schemas, their tradeoffs, and when to use each in Meta-scale analytics systems.

Freshworks
Ranking Trial Results with Window FunctionsEasy

Explain how RANK(), DENSE_RANK(), and ROW_NUMBER() differ when ordering tied clinical trial results.

Window FunctionsRankingData WranglingFreshworks
Star vs Snowflake for Sales AnalyticsMedium

Compare star and snowflake schemas for warehouse design, including trade-offs in normalization, query simplicity, and analytics performance.

JoinsData WranglingGroup ByFreshworks
Top Customers by Last-Quarter SpendMedium
Practice
Practice drill

Join customers and transactions, filter to the previous quarter, aggregate spend, and return the top three customers by total spend.

Date FunctionsJoinsAggregationsApptioQuantiphiDiscover
Analyze Customer Purchase Trends with Window FunctionsEasy
Practice
Recently asked
Practice drill

Calculate the monthly spending trends for customers using window functions and joins.

The Home DepotAvisoWorld Wide Technology
Top Daily Rides by VehicleMedium
Practice
Practice drill

Rank the top 3 completed rides per vehicle per day using joins, a CTE, and ROW_NUMBER.

Window FunctionsJoinsData WranglingWaymo
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3
More topics4 questions · ~32 min
Dashboard for Freshdesk Feature HealthMedium

Tests product analytics thinking and your ability to define actionable metrics for Freshworks feature performance.

MetricsFeature PrioritizationUser NeedsFreshworks
Diagnose a 15% Drop in AdoptionMedium

Tests your structured troubleshooting approach for metric anomalies and your ability to isolate likely drivers.

KPIDiagnosisCohort AnalysisFreshworks
Statistical Significance With Small SamplesMedium

Tests your understanding of experiment design, power, and statistical significance for product decisions.

Statistical SignificancePower AnalysisSample SizeFreshworks
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The finish line: interview-readyComplete all 16 questions plus 3 hands-on drills to finish this plan.