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Updated weekly · Last refresh Aug 30

Atlassian Data Analyst Interview Questions

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

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1
SQL & Data ManipulationStart here. 6 questions + 3 drills · ~78 min
Handling Nulls in KPI CalculationsMedium

Tests data handling practices for reliable KPI computation.

data cleaningKPIAtlassian
Window Functions vs Self-JoinsMedium

Tests understanding of SQL constructs for user journey analytics.

Window FunctionsSelf-JoinsAtlassian
Optimizing Slow SQL QueriesMedium

Tests query optimization techniques for performance on large datasets.

performancedatabasequery optimizationAtlassian
Complex Data Cleaning Before AnalysisMedium

Tests experience with data quality issues and cleaning workflows.

data preparationdata cleaningAnalysisAtlassian
Identify Funnel Bottlenecks in OnboardingHard
Practice
Recently asked
Practice drill

Use joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.

Funnel AnalysissqlDiagnosisAtlassianRevolut
Rolling 30-Day Active UsersHard
Practice
Practice drill

Calculate daily rolling 30-day active users from a BCG event log using CTEs, date intervals, and distinct aggregation.

Window FunctionsDate FunctionsRunning TotalsAnthropicAtlassianThe Boston Consulting Group
Top Users by Recent Transaction VolumeMedium
Practice
Practice drill

Find the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.

Data Analysisquery optimizationsqlTTier 1 BankRevolutChime
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2
Behavioral & Leadership7 questions · ~56 min
Cross-Functional Teamwork in DesignEasy

Tests how you collaborate across functions in a design context, communicate clearly, and take ownership for team outcomes.

Stakeholder ManagementCommunicationLeadershipAtlassian
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3
More topics3 questions · ~24 min
Diagnose Low Feature AdoptionEasy

Break low feature adoption into funnel, segment, and repeat usage metrics before deciding what is actually wrong.

Funnel AnalysisDiagnosisEngagement MetricsAtlassian
A/B Test for Jira NavigationMedium

Tests experimental design for product changes and measurable outcomes.

experiment designA/B TestingAtlassian
Defining a Successful SessionMedium

Tests metric definition from event logs and session logic design.

Data Analysissuccess metricsAtlassian

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