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GitHub Marketing Analytics Specialist Interview Questions

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

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1
MetricsStart here. 4 questions · ~32 min
Compare CAC Against LTVMedium

Calculate CAC and compare it with LTV to decide whether an acquisition campaign is economically viable.

CACcampaign viabilityLTVGitHub
Diagnose Pipeline Velocity BottlenecksMedium

Tests metrics thinking to isolate where funnel or sales execution is slowing down.

Funnel AnalysisDiagnosisGitHub
Multi-Touch Attribution for GitHub EnterpriseHard

Tests advanced attribution modeling choices, data requirements, and measurement design.

attributioncampaign performanceGitHub
Metrics for Developer Content SuccessMedium

Tests ability to define and select KPIs aligned to developer content goals at GitHub.

KPIcampaign performanceEngagement MetricsGitHub
2
Behavioral & Leadership8 questions · ~64 min
Critical Report Under Tight DeadlineMedium

Tests prioritization under pressure, ownership, and stakeholder communication when delivering a high-stakes report on a compressed timeline.

pressure handlingdeadline managementreportingGitHub
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3
More topics3 questions · ~24 min
Handling Nulls in Dashboard MetricsEasy

Explain how to handle NULLs in SQL-backed visualizations without misrepresenting counts, averages, or trends.

Data WranglingCase WhenAggregationsGitHub
Product Launch ProcessMedium

Evaluates how you plan measurement, insights, and decision-making to support a product launch.

product launchprocessGitHub
Join Types for Web and PurchasesEasy

Tests understanding of join semantics when combining marketing and customer datasets.

null handlingJoinsData WranglingGitHub

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Autonomous vs Manual Drive TimeHard
Practice
Practice drill

Compute per-vehicle daily autonomous vs manual seconds from state-change logs using LEAD and conditional aggregation.

JoinsData WranglingGroup By
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
Monthly Campaign Performance SummaryEasy
Practice
Practice drill

Aggregate January 2024 campaign data by channel using GROUP BY, filtering, and ordering by total clicks.

JoinsData WranglingAggregationsDNVEversanaDiscord
The finish line: interview-readyComplete all 15 questions plus 3 hands-on drills to finish this plan.