Top 21
Prep plan
Updated weekly · Last refresh Oct 17

LinkedIn Data Analyst Interview Questions

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

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1
SQL & Data ManipulationStart here. 5 questions · ~51 min
7-Day Rolling Active UsersMedium
Practice

Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.

Window FunctionsDate FunctionsRunning TotalsLinkedIn
SQL Detect Duplicate Clickstream EventsMedium
Practice

Identify sessions with duplicate events and return the earliest timestamp across each affected session.

data cleaningnull handlingData WranglingLinkedIn
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2
A/B Testing & Experimentation3 questions · ~31 min
Primary Lift, Retention DropHard

Interpret an experiment where the short-term primary metric improves but long-term retention worsens, and decide whether to ship.

RetentionDiagnosisA/B TestingLinkedIn
Power-Analysis for Email Message TestEasy

Design a simple email A/B test, define metrics and guardrails, and size the experiment to detect a meaningful lift.

Hypothesis TestingSample SizeA/B TestingLinkedIn
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3
Metrics5 questions · ~51 min
Defining Website Performance MetricsMedium

Assesses ability to define and justify metrics tied to product and user experience outcomes.

MetricsLinkedIn
Measure LinkedIn Homepage Feature PerformanceMedium

Tests KPI design and experiment-ready measurement for changes on LinkedIn’s homepage.

MetricsKPILinkedIn
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4
Behavioral & Leadership6 questions · ~62 min
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5
More topics2 questions · ~21 min
Approach to Data OrganizationMedium

Evaluates how you structure data to make analysis reliable, scalable, and maintainable.

LinkedIn
Apply a T-Test to ExperimentsMedium

Tests statistical reasoning for hypothesis testing and interpreting experiment outcomes.

Hypothesis TestingStatistical SignificanceP-ValuesLinkedIn
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