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Avenue Code Interview Questions

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

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1
CodingStart here. 6 questions · ~64 min
2
SQL & Data Manipulation5 questions · ~53 min
7-Day Rolling Active UsersMedium
Practice

Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.

Window FunctionsDate FunctionsRunning TotalsAvenue Code
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3
Execution6 questions · ~64 min
Handle Scope Changes Mid-DevelopmentMedium

Explain how you manage scope changes during development without losing delivery control, stakeholder alignment, or product quality.

AgileScope ManagementProject ManagementAvenue Code
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4
Pipelines6 questions · ~64 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAvenue Code
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5
Metrics5 questions · ~53 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 IndicatorsAvenue Code
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6
Machine Learning5 questions · ~53 min
Bias-Variance Tradeoff in PracticeMedium

Explain the bias-variance tradeoff and how it guides model choice, regularization, and generalization performance.

Cross-ValidationBias-Variance TradeoffRegularizationAvenue Code
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7
More topics17 questions · ~181 min
Upsell Strategy Within Consulting EngagementsMedium

Framework for finding credible upsell opportunities inside an active consulting engagement while staying anchored in customer value and ROI.

Business AcumenGrowth Strategyclient expansionAvenue Code
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 TestingAvenue Code
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