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Updated weekly · Last refresh Aug 30

LP Analyst Business Analyst Interview Questions

The questions to prepare for a LP Analyst Business 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 Missing and Dirty SQL DataMedium

Explain how to profile, clean, and standardize missing or dirty data before analysis.

Data WranglingCase WhenQualityLP Analyst
Excel Error TroubleshootingEasy

Tests your debugging approach and ability to quickly restore analytical accuracy in Excel.

Data Wranglingperformancedata integrityLP Analyst
Excel Functions and Use CasesEasy

Tests your practical Excel skills and ability to apply functions to real analytical tasks.

Data Wranglingperformancedata integrityLP Analyst
Protecting Data IntegrityMedium

Tests your data quality practices and error prevention mindset for analytics work.

Data Wranglingperformancedata integrityLP Analyst
INDEX-MATCH Data RetrievalMedium

Tests your ability to build reliable Excel lookups for structured data analysis.

SubqueriesJoinsData WranglingLP Analyst
Supplier Cost Variance Trend AnalysisHard
Practice
Practice drill

Use joins, a CTE, and date functions to find monthly supplier cost variance and on-time delivery trends.

financial dataData WranglingperformanceBae Systems Usa
Top Customers by Net SalesMedium
Practice
Practice drill

Compute top 10 customers by net sales using joins and aggregations, ordering by revenue with deterministic tie-breaking.

SubqueriesJoinsData WranglingGain DigitalTCSZest AI
Unify CRM and Google Analytics ViewHard
Practice
Practice drill

Merge CRM orders with GA events via an identity map to build a customer-level view using joins, window functions, and monthly rollups.

SubqueriesJoinsData WranglingArtefact
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2
Behavioral & Leadership10 questions · ~80 min
Prioritizing Competing DeadlinesEasy

Tests prioritization under pressure, including trade-off judgment, stakeholder communication, and ownership of outcomes.

OwnershipDealing With AmbiguityPrioritizationLP Analyst
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3
More topics2 questions · ~16 min
Math and Statistics FundamentalsMedium

Evaluates comfort with quantitative reasoning used in private asset analytics and diligence.

LP Analyst
Why This RoleEasy

Tests your alignment with marketing analytics work and the value you expect to create.

Competitive AnalysisGrowth StrategyLP Analyst

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The finish line: interview-readyComplete all 18 questions plus 3 hands-on drills to finish this plan.