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Updated weekly · Last refresh Sep 22

Ayes - Management & Technology Consulting Data Analyst Interview Questions

The questions to prepare for a Ayes - Management & Technology Consulting Data Analyst interview. Questions from real interview reports rank first. Updated daily.

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1
SQL & Data ManipulationStart here. 9 questions + 2 drills · ~99 min
2
Metrics7 questions · ~61 min
Choosing Metrics for New ProgramsEasy

Pick metrics for a new program by tying them to the goal, separating leading and lagging signals, and defining a clear KPI set.

KPIsLeading IndicatorsDiagnosisAyes - Management & Technology Consulting
Dashboard for Retention DropMedium

Tests diagnostic dashboard design and retention-focused metric selection for retail clients.

Funnel AnalysisRetentionDiagnosisAyes - Management & Technology Consulting
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3
More topics6 questions · ~52 min
Design Row-Level Security PipelineHard

Design a pipeline that enforces client-specific row-level security for shared dashboards without leaking data across accounts.

InfrastructureData ModelingQualityAyes - Management & Technology Consulting
Statistical Significance in Business DecisionsEasy

Explain what statistical significance means, how p-values and confidence intervals support decisions, and why significance alone is not enough.

Hypothesis TestingStatistical SignificanceP-ValuesAyes - Management & Technology Consulting
Choosing Effective Chart TypesHard

Tests visualization literacy and ability to recommend better representations based on data type.

Feature PrioritizationUser NeedsValue PropositionAyes - Management & Technology Consulting
Designing an A/B TestHard

Tests experimental design, metrics selection, and statistical rigor for business decision-making.

ExperimentationHypothesis TestingA/B TestingAyes - Management & Technology Consulting
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