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New York Life Interview Questions

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

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1
SQL & Data ManipulationStart here. 4 questions + 1 drill · ~50 min
2
Coding4 questions · ~40 min
Two Sum ProblemEasy
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Find two indices in an array whose values add up to a target using a hash map.

Hash TablesArraysTwo PointersNew York Life
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3
Metrics4 questions · ~40 min
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisNew York Life
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4
Machine Learning4 questions · ~40 min
Prevent Overfitting in ML ModelsEasy

Explain how to reduce overfitting using regularization, validation, and model selection.

Cross-ValidationBias-Variance TradeoffRegularizationNew York Life
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5
System Design3 questions · ~30 min
Design an LLM Serving PlatformHard

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Cold StartFeature StoreModel ServingNew York Life
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6
Statistics & Probability4 questions · ~40 min
Explaining P Values ClearlyEasy

Explain what a p-value means, how it relates to statistical significance, and how to describe it clearly to non-technical stakeholders.

CommunicationStatistical SignificanceP-ValuesNew York Life
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7
More topics27 questions · ~268 min
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchNew York Life
Choosing Project Delivery MethodologiesEasy

Explain which project management methodologies you know and how you choose among Agile, Waterfall, and hybrid approaches for execution.

Trade-offsRoadmappingRisk AssessmentNew York Life
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