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Hays Interview Questions

The questions to prepare for Hays interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 5 questions · ~52 min
2
SQL & Data Manipulation4 questions + 1 drill · ~51 min
3
Strategy5 questions · ~52 min
Salary ExpectationsEasy

Give a credible salary expectation for a Research Scientist role at Hexcel while preserving flexibility on total compensation.

EstimationBusiness AcumenPricing StrategyHays
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4
Pipelines5 questions · ~52 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityHays
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5
Execution5 questions · ~52 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 ManagementHays
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6
Machine Learning5 questions · ~52 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffHays
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7
More topics21 questions · ~217 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 processesHays
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchHays
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