Top 18
Prep plan
Updated weekly · Last refresh Oct 17

Guild Marketing Analytics Specialist Interview Questions

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

18questions
~3htotal time
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1
MetricsStart here. 3 questions · ~26 min
Measure Brand Awareness Campaign SuccessMedium

Define a KPI stack for a brand awareness campaign, from reach and recall to downstream pipeline and ROI.

KPILeading IndicatorsEngagement MetricsGuild
Diagnose Conversion Drop Post LaunchMedium

Diagnose why conversion fell from 4.8% to 3.1% after a launch by breaking the metric across funnel steps, cohorts, and segments.

Funnel AnalysisConversion RateDiagnosisGuild
Multi-Touch Attribution for EnrollmentHard

Tests ability to design attribution models for complex journeys using marketing and enrollment data.

Funnel AnalysisattributionConversion RateGuild
2
SQL & Data Manipulation4 questions + 2 drills · ~55 min
SQL MoM Sign-Up GrowthMedium
Practice

Calculate monthly student signup totals and month-over-month growth for one marketing channel.

Window FunctionsDate FunctionsJoinsGuild
Touchpoint Table DesignMedium

Tests schema design for multi-touch marketing analytics and attribution workflows.

Data Wranglingtransactionsdata integrityGuild
Deduplicating Attribution RecordsMedium

Tests data cleaning and SQL logic for reliable attribution reporting.

null handlingData Wranglingdata integrityGuild
Data Integrity in AnalysesMedium
Practice
Practice drill

Audit claims for missing members, invalid amounts, and payment totals that exceed billed amounts.

JoinsData Wranglingdata validationHealthfirst (New York)BBritvic Soft DrinksAttentive
Database Schema DesignMedium
Practice
Practice drill

Audit user, application, and event relationships to validate completeness and referential integrity.

data relationshipsJoinsData WranglingMercer Francebet365
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3
Behavioral & Leadership10 questions · ~87 min
Messy Data Under Decision PressureMedium

Tests ownership and judgment when working through ambiguous, low-quality data to produce credible recommendations.

Data QualityProblem SolvingOwnershipGuild
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4
More topics1 question · ~9 min
The finish line: interview-readyComplete all 18 questions plus 2 hands-on drills to finish this plan.