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Affine Interview Questions

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

50questions
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1
SQL & Data ManipulationStart here. 5 questions + 1 drill · ~53 min
2
Execution5 questions · ~43 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 ManagementAffine
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3
Metrics5 questions · ~43 min
Define Success for a ProjectEasy

Define what success means for a project using clear KPIs, a north star, and supporting metrics.

KPIsSuccess CriteriaDiagnosisAffine
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4
A/B Testing & Experimentation3 questions · ~26 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 MismatchAffine
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5
Product Sense5 questions · ~43 min
Approach New Feature DesignMedium

A structured approach for designing a new feature in an existing product, from user need to MVP and success criteria.

Feature PrioritizationUser NeedsUse CasesAffine
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6
Machine Learning5 questions · ~43 min
Random Forest vs Gradient BoostingMedium

Compare Random Forest and Gradient Boosting, then choose the right ensemble for a supervised learning task.

Ensemble MethodsBias-Variance TradeoffSupervised LearningAffine
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7
More topics22 questions · ~190 min
Interpreting Significance in ExperimentsMedium

Explain statistical significance in experiments and how p-values and confidence intervals guide interpretation.

Confidence IntervalsStatistical SignificanceP-ValuesAffine
Approach an NLP Classification ProjectEasy

Outline a practical NLP workflow, from tokenization and TF-IDF baselines to text classification and F1-based evaluation.

Language ModelsText ClassificationTokenizationAffine
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