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Updated weekly · Last refresh Oct 17

Shopee Data Analyst Interview Questions

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

50questions
~8htotal time
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1
MetricsStart here. 14 questions · ~136 min
Instant Cancellation Buffer TimeHard

Use cancellation timing data to recommend a defensible buffer period for instant cancellation requests and communicate it in three deliverables.

Cancellation Rateoperational metricsactionable insightsShopee
Internal vs External Defect CausesMedium

Define internal versus external defect causes and identify several internal causes from a project defect analysis.

data pointsoperational metricsdiagnostic processShopee
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2
SQL & Data Manipulation15 questions · ~145 min
Live Retention SQLMedium
Practice

Calculate signup-cohort day-7 retention using PostgreSQL date arithmetic and aggregations.

Date FunctionsCTEsAggregationsShopee
Student Scores by CourseMedium
Practice

Use per-course averages and student-level filtering to find students scoring above average in every enrolled course.

JoinsHavingAggregationsShopee
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3
Product Sense8 questions · ~77 min
Membership Tier DesignHard

Define Shopee membership segments, tier benefits, qualification rules, and metrics for a sustainable gold and platinum program.

product metricsproduct designUser SegmentsShopee
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4
A/B Testing & Experimentation8 questions · ~77 min
SHAP Values InterpretationMedium

Explain how SHAP values are computed and what a positive SHAP value means for a feature's model prediction.

Shopee
Causal Inference MetricsHard

Explain how you selected metrics for causal inference, including the primary outcome, guardrails, MDE, and validation process.

experiment designGuardrail Metricsprimary metricsShopee
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5
Behavioral & Leadership4 questions · ~39 min
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6
More topics1 question · ~10 min
Project Automation ExampleMedium
Recently asked

Evaluates your ability to improve workflows through automation in data projects.

AutomationShopee
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