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Prep plan
Updated weekly · Last refresh Aug 30

World Wide Technology Data Analyst Interview Questions

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

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1
PipelinesStart here. 6 questions · ~48 min
Backfilling Missing Pipeline DataMedium

Approach for safely backfilling missing data while preserving correctness, idempotency, and data quality.

ETLQualityWorld Wide Technology
Automating Manual Financial ReportingMedium

Discuss automating a manual reporting workflow with code, focusing on batch ETL, orchestration, and data quality.

Data WranglingETLAutomationWorld Wide Technology
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2
SQL & Data Manipulation8 questions + 3 drills · ~94 min
Validate Dashboard Metrics with SQLEasy

Explain how to validate dashboard metrics by reconciling source data with SQL aggregations and grouped checks.

JoinsData WranglingAggregationsWorld Wide Technology
Detect and Handle Outliers in SQLEasy

Explain common SQL-friendly ways to detect outliers and how to handle them without distorting downstream analysis.

Data WranglingGroup ByAggregationsWorld Wide Technology
Running Totals for Sales ReportingMedium

Explain how to calculate cumulative totals in SQL using window functions, ordering, and optional pre-aggregation.

Window FunctionsDate FunctionsRunning TotalsWorld Wide Technology
Analyze Customer Purchase Trends with Window FunctionsEasy
Practice
Practice drill

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

The Home DepotAvisoWorld Wide Technology
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
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 topics3 questions · ~24 min
Classify Leading vs Lagging MetricsEasy

Explain how to distinguish early directional metrics from outcome metrics, using a clear KPI framework tied to product decisions.

Lagging IndicatorsKPIsLeading IndicatorsWorld Wide Technology
Explain Technical Concepts to StakeholdersEasy

Explain how to translate technical product details into clear, audience-specific communication for non-technical stakeholders.

User ResearchUser NeedsValue PropositionWorld Wide Technology
Diagnose Operational Bottlenecks with MetricsMedium

Use operational metrics to find where work slows down, isolate root causes, and turn the analysis into repeatable improvements.

Diagnosisoperational databottlenecksWorld Wide Technology

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