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Berkeley Research Group Interview Questions

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

50questions
~7htotal time
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1
ExecutionStart here. 6 questions · ~48 min
2
Metrics5 questions · ~40 min
3
SQL & Data Manipulation5 questions + 3 drills · ~70 min
4
Strategy5 questions · ~40 min
Analyze a New Product CategoryHard

Approach for analyzing whether a new product category is worth entering and how to size and frame the opportunity.

Competitive AnalysisGrowth StrategyMarket SizingBerkeley Research Group
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5
Product Sense5 questions · ~40 min
Pivot Product Based on FeedbackMedium

Describe how you used user feedback to change product direction, reprioritize features, and make clear trade-off decisions.

User ResearchFeature PrioritizationUser NeedsBerkeley Research Group
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6
Statistics & Probability5 questions · ~40 min
Statistical vs Practical SignificanceMedium

Explain why a statistically significant experiment result may still be too small to matter for product or business decisions.

Confidence IntervalsExperimentationHypothesis TestingBerkeley Research Group
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7
More topics19 questions · ~154 min
Validity and Reliability of FindingsEasy

Explain how you would establish that research findings are trustworthy, repeatable, and suitable for decision-making.

Cross-ValidationCalibrationAccuracyBerkeley Research Group
Build a Data Ingestion PipelineHard

Tests end-to-end pipeline design, data normalization, and readiness for reporting use cases.

ETLOrchestrationData ModelingBerkeley Research Group
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.