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Updated weekly · Last refresh Aug 30

Avenue Code Data Analyst Interview Questions

The questions to prepare for a Avenue Code Data Analyst interview. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 8 questions · ~72 min
Top Products by Sales RevenueEasy
Practice

Find the top 10 products by total sales revenue using joins, aggregation, and a CTE.

RankingGroup ByAggregationsAvenue Code
Running Total Sales by DateMedium
Practice

Aggregate posted Arcesium portfolio sales by date, then calculate each active portfolio's cumulative sales with a window function.

Window FunctionsRunning TotalsAvenue Code
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2
Pipelines7 questions · ~63 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAvenue Code
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3
Statistics & Probability4 questions · ~36 min
Correlation vs Causation in AnalysisEasy

Explain why two metrics moving together does not prove that one causes the other, and how to assess causality more carefully.

RegressionCorrelationCausal InferenceAvenue Code
Choosing a Significance TestEasy

Explain how to choose an appropriate significance test based on metric type, study design, and the null hypothesis.

Confidence IntervalsHypothesis TestingStatistical SignificanceAvenue Code
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4
Metrics7 questions · ~63 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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5
Behavioral & Leadership21 questions · ~188 min
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6
More topics3 questions · ~27 min
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
Segment Users for PersonalizationMedium

Framework for segmenting users so personalization reflects distinct needs, intents, and product value.

User SegmentsUser NeedsUse CasesAvenue Code
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