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Updated weekly · Last refresh Aug 30

Havas Group Data Analyst Interview Questions

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

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1
SQL & Data ManipulationStart here. 4 questions + 3 drills · ~62 min
Validating Data Before ReportingEasy

Explain how to validate SQL data before reporting, including null checks, duplicates, outliers, and aggregation reconciliation.

JoinsData WranglingQualityHavas Group
Working With TM1 or HyperionMedium

Evaluates hands-on experience using enterprise planning and reporting database tools.

database managementHavas Group
Handling Messy Excel DataMedium

Assesses data cleaning, validation, and accuracy controls in Excel-based workflows.

Accuracydata handlingExcelHavas Group
Correcting Monthly P&L VarianceMedium

Evaluates variance investigation, reconciliation, and reporting corrections for finance metrics.

variance analysisFinancial ReportingHavas Group
Resolve Conflicting Customer AttributesMedium
Practice
Practice drill

Use joins, CTEs, and row ranking to resolve conflicting customer profile values across ACME House systems.

JoinsData WranglingQualityRamsey SolutionsACME House
Reconcile Conflicting Invoice TotalsMedium
Practice
Practice drill

Reconcile billing and ERP invoice totals using joins, a CTE for latest snapshots, and CASE-based discrepancy classification.

JoinsData WranglingQualityLiterati
Audit CRM Data Integrity by TeamMedium
Practice
Practice drill

Use joins and CASE WHEN to find CRM records with missing, invalid, or conflicting ownership data by team.

JoinsData WranglingQualityAlphaSense
2
Behavioral & Leadership6 questions · ~48 min
Prioritizing Competing Report RequestsMedium

Tests prioritization under pressure, stakeholder management, and ownership when multiple reporting requests compete for limited analytics capacity.

Stakeholder Managementtime managementPrioritizationHavas Group
Explaining Finance to Non-Finance StakeholdersMedium

Tests communication and stakeholder management by assessing how you translate complex financial analysis into clear, decision-ready insights.

Communicationcross-functional collaborationdata simplificationHavas Group
Fixing Reporting ErrorsMedium

Tests root-cause analysis, corrective action, and prevention of repeat reporting issues.

reportingHavas Group
More Behavioral & Leadership questions with a free account
3
More topics1 question · ~8 min
Building Department Budget ModelsMedium

Tests modeling structure, assumptions, and how you translate data into budget tracking.

Financial ModelingHavas Group

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