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Prep plan
Updated weekly · Last refresh Aug 30

UNFI Marketing Analytics Specialist Interview Questions

The questions to prepare for a UNFI Marketing Analytics Specialist interview. Questions from real interview reports rank first. Updated weekly.

20questions
~3htotal time
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1
StrategyStart here. 3 questions · ~24 min
Optimizing Marketing Investment PortfolioHard

Tests advanced optimization thinking across channels and your ability to connect spend to outcomes.

EstimationGo-to-MarketGrowth StrategyUNFI
Q4 Channel Cut and Double-DownHard

Tests channel-mix reasoning, ROI thinking, and decision-making under uncertainty using given data.

EstimationGo-to-MarketGrowth StrategyUNFI
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2
Metrics7 questions · ~56 min
Evaluating Branding Effectiveness at ScaleMedium

Tests measurement approach for multi-location rollouts and ability to define comparable KPIs.

KPILeading IndicatorsDiagnosisUNFI
Attributing Credit to TouchpointsMedium

Tests attribution methodology selection and reasoning about marketing influence across the funnel.

Funnel AnalysisattributionDiagnosisUNFI
Success Beyond Click-Through RatesEasy

Tests KPI selection and ability to measure outcomes that matter beyond vanity metrics.

Funnel AnalysisKPILeading IndicatorsUNFI
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3
SQL & Data Manipulation8 questions + 3 drills · ~94 min
Choosing the Right Dashboard ChartsEasy

Tests data visualization judgment and audience-aware communication for marketing analytics.

PivotData WranglingAggregationsUNFI
Joining Sales and Campaign DataHard

Tests SQL join strategy, data modeling choices, and handling mismatched keys for marketing-to-sales analysis.

SubqueriesJoinsData WranglingUNFI
Joining Complex Warehouse TablesMedium

Tests SQL capability, data preparation, and ability to produce analysis-ready datasets.

SubqueriesJoinsData WranglingUNFI
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
Unify CRM and Google Analytics ViewHard
Practice
Practice drill

Merge CRM orders with GA events via an identity map to build a customer-level view using joins, window functions, and monthly rollups.

SubqueriesJoinsData WranglingArtefact
Deduplicate Out-of-Order Replication EventsMedium
Practice
Practice drill

Use ROW_NUMBER() to keep the earliest created_at 'Repl created' per entity and return out-of-order duplicates to delete.

Window FunctionsSubqueriesJoinsReplitQuantcast
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4
More topics2 questions · ~16 min
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The finish line: interview-readyComplete all 20 questions plus 3 hands-on drills to finish this plan.