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Updated weekly · Last refresh Oct 17

Instacart Data Analyst Interview Questions

The questions to prepare for a Instacart Data Analyst interview. Questions from real interview reports rank first. Updated daily.

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1
SQL & Data ManipulationStart here. 3 questions · ~30 min
Rolling Users and Basket SizeMedium
Practice
Recently asked

Use CTEs, joins, and distinct aggregation to calculate 7-day active users and average basket size by Instacart retail partner.

sql queryInstacart
Compare Monthly User Retention CohortsMedium
Practice
Recently asked

Calculate month-1 retention for January vs February signup cohorts using joins, date filtering, and aggregation.

Window FunctionsDate FunctionsAggregationsInstacart
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2
Product Sense3 questions · ~30 min
Product Sense Case InterviewHard
Recently asked

Explain how you structured a product case from problem framing and analysis through trade-offs and final recommendation.

Instacart
Instacart Product Sense CaseHard
Recently asked

Use sample data to recommend whether and how to launch in a new city, with clear rollout gates and success metrics.

product analysisMetricsData AnalysisInstacart
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3
Behavioral & Leadership8 questions · ~80 min
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4
More topics6 questions · ~60 min
Designing a Complex PipelineHard
Recently asked

Explain a complex data pipeline or reporting system, including architecture, technology choices, transformations, and operational trade-offs.

Data Qualitydata pipelinetechnical architectureInstacart
ML Algorithms for Data ProblemsHard
Recently asked

Explain how you selected machine learning algorithms for a data problem using validation, bias-variance trade-offs, and statistical metrics.

BiasVariancemodelingInstacart
A/B Test for Batching AlgorithmHard
Recently asked

Design a shopper-level batching experiment with an explicit efficiency MDE, delivery guardrails, power calculation, and interference controls.

experiment designMDEGuardrail MetricsInstacart
Advertising System Success MeasurementMedium
Recently asked

Assesses KPI selection and measurement design for partner-facing reporting systems.

success metricsInstacart
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