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Updated weekly · Last refresh Aug 30

Southern Wine & Spirits Data Analyst Interview Questions

The questions to prepare for a Southern Wine & Spirits Data Analyst 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
Joining and Aggregating with SQLMedium

Tests your SQL skills for integrating and summarizing data across systems.

JoinsData WranglingAggregationsSouthern Wine & Spirits
Cleaning Inconsistent Sales and Inventory DataEasy

Tests your data quality methods for messy operational data.

null handlingData Wranglingdata integritySouthern Wine & Spirits
Navigating Complex Database SchemasMedium

Tests your ability to model and query relational data with complex schemas.

schema designData ModelingSouthern Wine & Spirits
Database Normalization and SQLHard

Evaluates your ability to apply core database concepts and write correct SQL for analytics tasks.

sqldatabase conceptsSouthern Wine & Spirits
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
Find Duplicate Rows QueryEasy
Practice
Practice drill

Identify duplicate Dover India asset records using GROUP BY and HAVING, excluding the unique record identifier.

Data WranglingsqlAggregationsDover IndiaDataAnnotation
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 & Leadership7 questions · ~56 min
Prioritizing Competing Growth RequestsEasy

Tests prioritization under pressure, stakeholder management, and ownership when multiple important initiatives compete for limited time.

Stakeholder ManagementOwnershipPrioritizationSouthern Wine & Spirits
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3
More topics3 questions · ~24 min
Diagnosing Sudden Sales DropsMedium

Tests your diagnostic thinking using sales, inventory, and distribution signals.

sales performanceKPIDiagnosisSouthern Wine & Spirits
Warehouse Outbound Shipments DashboardMedium

Tests your ability to translate operational needs into actionable BI metrics and visuals.

User Needsdashboard designUse CasesSouthern Wine & Spirits
Measuring Inventory Turnover HealthEasy

Tests your understanding of inventory KPIs and how to evaluate turnover performance.

KPIefficiencySouthern Wine & Spirits

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