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Ryan Specialty Interview Questions

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

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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~45 min
2
Metrics8 questions · ~66 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsRyan Specialty
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3
Pipelines8 questions · ~66 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityRyan Specialty
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4
Execution9 questions · ~75 min
Balancing Speed Quality and ScopeHard

Describe a time you had to choose between speed, quality, and scope, and how you aligned stakeholders around the trade-off.

Trade-offsRisk AssessmentScope ManagementRyan Specialty
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5
Product Sense8 questions · ~66 min
Prioritize Features for a New ProductMedium

A framework for deciding which features should ship first when building a new product.

Feature PrioritizationUser Needsproduct developmentRyan Specialty
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6
Strategy8 questions · ~66 min
Pivoting Strategy From Customer SignalsMedium

Describe how you used market or customer data to change course, and how you made the new strategy credible and measurable.

EstimationCompetitive AnalysisGrowth StrategyRyan Specialty
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7
More topics6 questions · ~50 min
Marketing Campaign A/B Test DesignMedium

Design a marketing campaign experiment with a pre-registered metric plan, power calculation, and ship rule that respects guardrails.

ExperimentationHypothesis TestingA/B TestingRyan Specialty
Implement Data Transformations in PythonMedium

Tests your practical coding skills for transforming data and integrating transformations into pipelines.

Hash TablesArraysSortingRyan Specialty
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