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Updated weekly · Last refresh Aug 30

Virtu Financial Business Analyst Interview Questions

The questions to prepare for a Virtu Financial Business Analyst interview. Questions from real interview reports rank first. Updated weekly.

13questions
~2htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~47 min
Sum From 1 to 1,000,000Easy
Practice

Calculate the sum of integers from 1 to 1,000,000 using PostgreSQL aggregation and filtering.

AlgorithmsVirtu Financial
Students and School CapacitiesHard

Evaluates SQL and data manipulation skills for preference matching under capacity constraints.

AlgorithmsVirtu Financial
Closest Fibonacci NumberMedium

Tests ability to reason about numerical sequences and implement an efficient solution.

AlgorithmsVirtu Financial
Top Users by Recent Transaction VolumeMedium
Practice
Practice drill

Find the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.

Data Analysisquery optimizationsqlTTier 1 BankRevolutChime
Monthly Retention Cohort AnalysisHard
Practice
Practice drill

Build monthly signup cohorts with CTEs and joins to calculate month 0-2 retention for a self-serve product.

Data Analysisuser retentionCohort AnalysisRed VenturesBILLOpenAI
2
Statistics & Probability8 questions · ~71 min
Supervised vs Unsupervised LearningMedium

Evaluates understanding of core machine learning paradigms and their appropriate use cases.

Unsupervised LearningMachine LearningSupervised LearningVirtu Financial
Diagnosing Multi-CollinearityMedium

Assesses statistical reasoning for diagnosing and addressing multicollinearity in regression.

linear regressionData AnalysisVirtu Financial
Handling Missing Financial DataMedium

Tests practical data quality strategies for analytics on large-scale financial data.

data handlingVirtu Financial
Expected Value in TradingMedium

Assesses ability to connect probability concepts to decision-making in trading contexts.

Financial AnalysisExpected ValueVirtu Financial
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3
More topics2 questions · ~18 min
Tell Me About Your Coding ProjectMedium

Assesses communication, ownership, and technical decision-making in a project narrative.

Virtu Financial
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The finish line: interview-readyComplete all 13 questions plus 2 hands-on drills to finish this plan.