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Prep plan
Updated weekly · Last refresh Oct 17

LendingClub Business Analyst Interview Questions

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

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1
ExecutionStart here. 4 questions · ~34 min
Turning Business to TechnicalHard

Evaluates how you translate business needs into technical specs under time constraints.

LendingClub
Case Study Recommendations for LendingClubMedium

Tests your ability to translate analysis into decisions and communicate clear, actionable recommendations.

Trade-offsSuccess CriteriaRisk AssessmentLendingClub
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2
SQL & Data Manipulation4 questions + 2 drills · ~54 min
SQL Rule Violation DebuggingHard

Tests your SQL debugging skills and understanding of SQL syntax and constraints.

Problem SolvingsqlLendingClub
SQL and Data Tooling ProficiencyMedium
Practice

Aggregate project usage to identify frequently used data analysis tools and compare their hours and ratings.

analytics toolsToolsJoinsLendingClub
Optimize a Slow SQL QueryHard
Practice
Practice drill

Rewrite a slow PostgreSQL loan payment query to reduce scanned rows while preserving the required aggregated results.

database optimizationJoinsData WranglingAmeripriseEEltro Cyberchrome PrivateEnergyHub
Handling Missing DataMedium
Practice
Practice drill

Standardize missing observation fields with fallback values, missingness flags, and ordered output.

Window Functionsmissing valuesdata cleaningEversource EnergyCincinnati Children's HospitalAdtalem Global Education
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3
Behavioral & Leadership14 questions · ~118 min
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4
More topics4 questions · ~34 min
Bizarre Traffic Optimization CaseHard

Tests structured problem solving and quantitative reasoning in an unusual business scenario.

case studyLendingClub
Investor Loan Offer TimingMedium

Assesses your ability to reason about deal friction and operational factors affecting loan agreement acceptance.

LendingClub
Analyzing Complex DataMedium

Tests your analytical thinking and ability to translate complexity into clear insights.

KPILeading IndicatorsDiagnosisLendingClub
Credit Policy DevelopmentMedium

Evaluates your approach to building and validating credit policy for LendingClub’s lending decisions.

LendingClub

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The finish line: interview-readyComplete all 26 questions plus 2 hands-on drills to finish this plan.