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Updated weekly · Last refresh Aug 30

SmithRx Data Analyst Interview Questions

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

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1
SQL & Data ManipulationStart here. 7 questions + 3 drills · ~86 min
Replace VLOOKUP with SQL JoinsEasy

Explain how SQL JOINs replace VLOOKUP when combining two datasets using a shared unique identifier.

PivotJoinsData WranglingSmithRx
Group By vs Window FunctionsMedium

Tests SQL design tradeoffs and performance-aware query planning.

Window FunctionsperformanceGroup BySmithRx
Pivot Tables for Drug Tier MixEasy

Tests practical data exploration skills for tier-based claim distribution analysis.

PivotExcelAggregationsSmithRx
Month-Over-Month Active GrowthMedium

Tests ability to model time-based metrics and compute MoM growth correctly in SQL.

Date FunctionssqlRunning TotalsSmithRx
Join Types and Analytical IntegrityMedium

Tests understanding of SQL joins and ability to prevent data loss or duplication in analytics.

Joinssqldata integritySmithRx
Weekly Service KPI by TeamMedium
Practice
Practice drill

Analyze weekly service delivery performance by team using joins, a CTE, date aggregation, and KPI calculations.

KPIJoinssqlDeloitteReputation
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
Top Customers by Net SalesMedium
Practice
Practice drill

Compute top 10 customers by net sales using joins and aggregations, ordering by revenue with deterministic tie-breaking.

SubqueriesJoinsData WranglingGain DigitalTCSZest AI
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2
Behavioral & Leadership8 questions · ~64 min
Prioritizing Competing Data RequestsMedium

Tests prioritization under pressure in a data engineering context, including stakeholder management, trade-off decisions, and ownership of outcomes.

Decision MakingStakeholder ManagementPrioritizationSmithRx
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3
More topics2 questions · ~16 min
Dashboard Detail vs SummaryMedium

Tests product thinking about audience needs and information hierarchy in analytics dashboards.

Feature PrioritizationUser NeedsdashboardingSmithRx
Executive Metrics for Approval RatesMedium

Tests metric selection and visualization choices for executive decision-making on pharmacy operations.

KPIdashboardingSmithRx

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