Top 13
Prep plan
Updated weekly · Last refresh Nov 7

LinkedIn Business Intelligence Analyst Interview Questions

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

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1
SQL & Data ManipulationStart here. 7 questions + 2 drills · ~82 min
Top Users Per Region QueryMedium
Practice

Rank LinkedIn members by interaction count within each region and return the top five using aggregation and ROW_NUMBER.

LinkedIn
Optimizing Slow Queries at ScaleHard

Explain how to diagnose and optimize a slow PostgreSQL query on large Apidel Technologies datasets.

SubqueriesJoinsData WranglingLinkedIn
Understanding Common Table Expressions (CTEs)Medium

Explain what CTEs are and their advantages in SQL queries.

CTEsLinkedIn
Timed SQL ChallengeHard

Tests practical SQL proficiency under time constraints.

challengesqlLinkedIn
Complex Joins and Null LogicMedium

Assesses your understanding of join behavior and correctness when nulls are present.

null valuesdatabase conceptsLinkedIn
Window Functions for TrendsHard

Tests advanced SQL abilities with window functions for time-based trend analysis.

Window FunctionsLinkedIn
SQL Detect Duplicate Clickstream EventsMedium
Practice
Practice drill

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

data cleaningnull handlingData WranglingLinkedIn
SQL Top Three Users Per RegionMedium
Practice
Practice drill

Rank LinkedIn users by activity within each region and return the top three using CTEs and window functions.

Window FunctionsData ManipulationRankingLinkedIn
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2
Behavioral & Leadership5 questions · ~45 min
Explaining Analysis to Non-Technical StakeholdersEasy

Tests communication of complex data to non-technical stakeholders, including clarity, stakeholder management, and actionable storytelling.

Influence Without AuthorityStakeholder ManagementCommunicationLinkedIn
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3
More topics1 question · ~9 min
The finish line: interview-readyComplete all 13 questions plus 2 hands-on drills to finish this plan.