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LP Analyst Interview Questions

The questions to prepare for LP Analyst interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 8 questions + 3 drills · ~94 min
Handling Missing and Dirty SQL DataMedium

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

Data WranglingCase WhenQualityLP Analyst
VLOOKUP vs INDEX MATCH in SQLMedium

Explain VLOOKUP vs INDEX/MATCH and how lookup design maps to SQL joins and key matching.

JoinsData WranglingAggregationsLP Analyst
Cleaning Transaction DataMedium

Tests your ability to clean and standardize messy transaction data using Excel formulas.

Date FunctionsData WranglingCase WhenLP Analyst
Excel Functions and Use CasesEasy

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

Data Wranglingperformancedata integrityLP Analyst
Autonomous vs Manual Drive TimeHard
Practice
Practice drill

Compute per-vehicle daily autonomous vs manual seconds from state-change logs using LEAD and conditional aggregation.

JoinsData WranglingGroup By
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 & Leadership30 questions · ~240 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 topics3 questions · ~24 min
Resume WalkthroughEasy

Tests your ability to tell a coherent story about your background and relevance to Baird research.

EstimationUser ResearchLP Analyst
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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