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Bhatia Brothers Interview Questions

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

50questions
~7htotal time
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1
CodingStart here. 4 questions · ~34 min
2
Execution10 questions · ~85 min
3
Machine Learning6 questions · ~51 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffBhatia Brothers
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4
Metrics9 questions · ~77 min
Core KPIs for Financial AnalystsEasy

Choose the most important financial KPIs, balancing current performance, future signals, and a clear KPI hierarchy.

KPIsLeading IndicatorsDiagnosisBhatia Brothers
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5
Product Sense4 questions · ~34 min
Using Data to Influence DecisionsEasy

Share how you used data to shape a business decision, including the analysis, recommendation, and outcome.

User ResearchUser NeedsValue PropositionBhatia Brothers
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6
SQL & Data Manipulation3 questions + 3 drills · ~56 min
7
More topics14 questions · ~119 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityBhatia Brothers
Choosing Classification Evaluation MetricsEasy

Explain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.

PrecisionAccuracyRecallBhatia Brothers
A/B Testing for Product FeaturesMedium

Explain how to design and evaluate an A/B test for a product feature, including metrics, MDE, sample size, and guardrails.

Hypothesis TestingStatistical SignificanceA/B TestingBhatia Brothers
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.