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Prep plan
Updated weekly · Last refresh Aug 30

SG Analytics Data Analyst Interview Questions

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

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~3htotal time
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1
SQL & Data ManipulationStart here. 9 questions + 2 drills · ~99 min
SQL Join With Date FilterEasy
Practice

Join customer, order, and product data for SG Analytics transactions within a February date range.

Joinssql querySG Analytics
Optimizing Slow Queries at ScaleHard

Explain how to diagnose and optimize a slow PostgreSQL query on large Apidel Technologies datasets.

SubqueriesJoinsData WranglingSG Analytics
Explain SQL Join TypesEasy

Explain INNER, LEFT, RIGHT, FULL OUTER, CROSS, and SELF JOINs with examples and when to use each.

JoinsData WranglingGroup BySG Analytics
Customer Orders: LEFT vs INNER JOINEasy

Explain how INNER JOIN and LEFT JOIN differ, and when to use each for matched-only versus all-left-row analysis.

JoinsData WranglingGroup BySG Analytics
Top Customers by Net SalesMedium
Practice
Practice drill

Compute top 10 customers by net sales using joins and aggregations, ordering by revenue with deterministic tie-breaking.

SubqueriesJoinsData WranglingGain DigitalTCSZest AI
Unify CRM and Google Analytics ViewHard
Practice
Practice drill

Merge CRM orders with GA events via an identity map to build a customer-level view using joins, window functions, and monthly rollups.

SubqueriesJoinsData WranglingArtefact
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2
Statistics & Probability6 questions · ~52 min
Interpreting P Values in TestingEasy

Explain what a p-value means in hypothesis testing and how it relates to statistical significance.

Hypothesis TestingStatistical SignificanceP-ValuesSG Analytics
Supervised vs Unsupervised LearningMedium

Tests understanding of core machine learning paradigms and practical use cases.

Unsupervised LearningMachine LearningSupervised LearningSG Analytics
Feature Significance in RegressionMedium

Assesses statistical reasoning for interpreting regression coefficients and significance.

statisticsSG Analytics
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3
Behavioral & Leadership7 questions · ~61 min
Explaining a Technical Concept ClearlyEasy

Tests communication, ownership, and stakeholder management when translating technical complexity into actionable business understanding.

Problem SolvingData Structurestechnical fundamentalsSG Analytics
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The finish line: interview-readyComplete all 22 questions plus 2 hands-on drills to finish this plan.