Top 13
Prep plan
Updated weekly · Last refresh Aug 30

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 weekly.

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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
Understanding Common Table Expressions (CTEs)Medium

Explain what CTEs are and their advantages in SQL queries.

CTEsLinkedIn
Optimizing Slow Queries at ScaleHard

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

SubqueriesJoinsData WranglingLinkedIn
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
Timed SQL ChallengeHard

Tests practical SQL proficiency under time constraints.

challengesqlLinkedIn
7-Day Rolling Active UsersMedium
Practice
Practice drill

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

Window FunctionsDate FunctionsRunning TotalsMetaSpotifyMeta IT
Deduplicate Out-of-Order Replication EventsMedium
Practice
Practice drill

Use ROW_NUMBER() to keep the earliest created_at 'Repl created' per entity and return out-of-order duplicates to delete.

Window FunctionsSubqueriesJoinsReplitQuantcast
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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.