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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 daily.

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1
ExecutionStart here. 6 questions · ~51 min
2
Finance & Accounting6 questions · ~51 min
Month-End Close ProcessHard

Explain a controlled month-end close, including reconciliations, accruals, variance analysis, review, and GAAP financial statement completion.

Accounting FundamentalsFinancial Statementsfinancial processesBerkeley Research Group
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3
Metrics6 questions · ~51 min
Measure Marketing Campaign SuccessEasy

Define campaign success using business KPIs, funnel conversion, acquisition cost, and leading indicators tied to outcomes.

Funnel AnalysisKPIsLeading IndicatorsBerkeley Research Group
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4
Strategy5 questions · ~43 min
Why You Want to Work HereEasy

Explain why Baird, its Research platform, and the Research Analyst role align with your experience and long-term goals.

Product-Market Fitbrand cultureBusiness AcumenBerkeley Research Group
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5
SQL & Data Manipulation5 questions + 3 drills · ~73 min
6
Product Sense4 questions · ~34 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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7
More topics18 questions · ~154 min
Python Streaming Data CleaningMedium
Practice

Stream-clean inference records by validating fields, normalizing text, and removing duplicate identifiers in one pass.

deduplicationQueueArraysBerkeley Research Group
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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