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Analysis Group Interview Questions

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

50questions
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1
ExecutionStart here. 6 questions · ~48 min
Prioritize Work Under Tight DeadlinesEasy

Explain how you prioritize competing work under time pressure while making trade-offs and keeping stakeholders aligned.

Trade-offsRoadmappingScope ManagementAnalysis Group
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2
Coding6 questions · ~48 min
Implement Binary SearchEasy

Tests algorithm implementation skills and correctness reasoning.

RecursionArraysSearchingAnalysis Group
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3
SQL & Data Manipulation6 questions + 3 drills · ~78 min
Handling Missing and Dirty SQL DataMedium

Explain how to profile, clean, and standardize missing or dirty data before analysis.

Data WranglingCase WhenQualityAnalysis Group
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
Identify Funnel Bottlenecks in OnboardingHard
Practice
Practice drill

Use joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.

Funnel AnalysissqlDiagnosisAtlassianRevolut
Normalize Messy CRM Contact DataHard
Practice
Practice drill

Clean inconsistent CRM contacts by joining source tables, standardizing values, and flagging bad records.

Data WranglingCase WhenQualityAlphaSense
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4
Pipelines6 questions · ~48 min
Scaling ML Pipelines in ProductionMedium

Approach for scaling production ML pipelines across training, deployment, and monitoring.

InfrastructuremonitoringQualityAnalysis Group
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5
Strategy6 questions · ~48 min
Assess Market Entry FactorsMedium

Assess the main factors that should shape a market entry strategy and how to weigh them.

Competitive AnalysisGo-to-MarketMarket SizingAnalysis Group
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6
NLP3 questions · ~24 min
Analyze EMR and Social TextMedium

Design NLP methods to extract signals from EMRs, social posts, and other unstructured clinical text.

Text ClassificationNamed Entity RecognitionTokenizationAnalysis Group
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7
More topics17 questions · ~137 min
Evaluating Marketing Campaign EffectivenessEasy

Tests your approach to measuring performance and drawing conclusions for Analysis Group marketing decisions.

Funnel AnalysisKPIsDiagnosisAnalysis Group
Explaining Technical Accounting SimplyHard
Recently asked

Tests your communication and translation of complex accounting concepts for non-finance stakeholders.

User SegmentsUser NeedsValue PropositionAnalysis Group
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.