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Updated weekly · Last refresh Oct 17

GitLab Data Analyst Interview Questions

The questions to prepare for a GitLab Data Analyst interview. Questions from real interview reports rank first. Updated daily.

26questions
~4htotal time
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1
SQL & Data ManipulationStart here. 6 questions + 2 drills · ~71 min
SQL Retention Query for Premium UsersHard
Practice

Calculate GitLab Premium user week-over-week retention using joins, CTEs, date bucketing, and the LEAD window function.

Window FunctionsDate FunctionsJoinsGitLab
Optimize Large-Scale QueryHard

Evaluates your approach to diagnosing and optimizing performance for large SQL workloads.

Performance Tuningquery optimizationGitLab
Top Customers by Sales RevenueEasy
Practice
Practice drill

Use GROUP BY and SUM to rank the top 10 customers by total revenue from a single sales table.

RankingGroup ByAggregationsHousecall ProEquifaxXYZ
Rolling 30-Day Defaults by RegionMedium
Practice
Practice drill

Calculate each region's rolling 30-day average of defaulted loans using PostgreSQL window functions.

Window FunctionsDate FunctionsJoinsUnited Auto Credit
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2
Metrics6 questions · ~51 min
Align KPIs Across TeamsMedium

Tests your approach to aligning metrics, definitions, and ownership across teams.

GitLab
Define AI Feature KPIsMedium

Evaluates your ability to translate product goals into measurable KPIs for analytics.

product metricsKPI developmentGitLab
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3
Pipelines3 questions · ~25 min
Partnering With Data EngineeringEasy

Tests cross-team collaboration, data access planning, and how you unblock analytics delivery.

ETLDependenciesQualityGitLab
Collaborating Across Analytics RolesMedium

Tests teamwork across the analytics stack and how you coordinate for end-to-end insight delivery.

ToolsDependenciesData ModelingGitLab
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4
Product Sense4 questions · ~34 min
What Is a Data Analyst at GitLabEasy

Tests your understanding of the role scope and how it supports GitLab's data-driven execution.

User NeedsValue PropositionProduct VisionGitLab
Choosing Charts for Finance AudienceEasy

Tests data storytelling and visualization choices tailored to stakeholder needs.

User NeedsValue PropositionUse CasesGitLab
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5
Behavioral & Leadership7 questions · ~59 min
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The finish line: interview-readyComplete all 26 questions plus 2 hands-on drills to finish this plan.