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Aqr Capital Management Research Analyst Interview Questions

The questions to prepare for a Aqr Capital Management Research Analyst interview. Questions from real interview reports rank first. Updated daily.

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1
Statistics & ProbabilityStart here. 32 questions · ~261 min
Linear Regression AssumptionsEasy

Walk through the assumptions behind a linear regression model and how each one affects inference.

RegressionVarianceExpected ValueAqr Capital Management
Expected Flips for Two HeadsMedium

Compute the expected waiting time to see two consecutive heads when flipping a fair coin.

DistributionsExpected ValueConditional ProbabilityAqr Capital Management
Simulating a Dice with Coin FlipsMedium

Tests your ability to design a probability procedure with correct distributional outcomes.

probabilitysimulationAqr Capital Management
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2
Strategy9 questions · ~73 min
Investment Management Advice From Limited InfoMedium

Evaluates your ability to translate limited inputs into a coherent, defensible investment view.

Financial AnalysisAqr Capital Management
Academic vs Commercial FinanceMedium

Tests your understanding of research goals, incentives, and validation standards across academic and commercial settings.

Competitive AnalysisValue PropositionMoatsAqr Capital Management
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3
SQL & Data Manipulation6 questions + 3 drills · ~79 min
Programmatic Missing Data HandlingMedium

Tests ability to implement systematic missing-data handling in production-like workflows.

Date FunctionsData WranglingAggregationsAqr Capital Management
Using data.table in RMedium

Tests practical R data-engineering skills for large-scale research datasets.

JoinsData WranglingAggregationsAqr Capital Management
Aggregating Tick Trades to OHLCVMedium

Tests understanding of market data aggregation and correctness of time-bucketing logic.

Date FunctionsGroup ByAggregationsAqr Capital Management
Top 3 Assets Per SectorHard
Practice
Practice drill

Rank the three highest-returning assets within each sector and month using monthly return aggregation and window ranking.

Window FunctionsDate Functionsfinancial dataAqr Capital Management
Rolling Return and Asset RankingHard
Practice
Practice drill

Calculate 30-day asset returns, daily rankings, and prior-day price comparisons with PostgreSQL window functions.

Window FunctionsLag/LeadDate FunctionsAqr Capital Management
Database Normal FormsMedium
Practice
Recently asked
Practice drill

Explain 1NF through higher normal forms, including functional dependencies, anomalies, and normalization trade-offs.

databasenormalizationdatabase designIBMAqr Capital Management
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4
Behavioral & Leadership3 questions · ~24 min
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.