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The American Mathematical Society Data Scientist Interview Questions

The questions to prepare for a The American Mathematical Society Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
Statistics & ProbabilityStart here. 4 questions · ~36 min
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceThe American Mathematical Society
Housing Size Trend AnalysisMedium

Assesses statistical reasoning for identifying and interpreting long-term trends in housing data.

statisticsThe American Mathematical Society
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2
Behavioral & Leadership6 questions · ~53 min
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3
More topics8 questions · ~71 min
Running Average With Window FunctionsEasy
Practice

Calculate each Hinge user's 30-day rolling average of daily interactions using CTEs and window functions.

Window FunctionsData AnalysissqlThe American Mathematical Society
Investigate Metric DropMedium

Diagnose a below-expectations product metric drop using decomposition, guardrails, and experiment checks.

metric selectionDiagnosiskpi hierarchyThe American Mathematical Society
Design Test for New FeatureMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingThe American Mathematical Society
Key Metrics for Subscription ProductsMedium

Assesses your product analytics instincts and ability to define actionable success metrics.

user retentionThe American Mathematical Society
Validating Models with StatisticsMedium

Tests your understanding of validation approaches like cross-validation and statistical testing.

model validationModel EvaluationThe American Mathematical Society
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 MismatchThe American Mathematical Society
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The finish line: interview-readyComplete all 18 questions plus 2 hands-on drills to finish this plan.