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Prep plan
Updated weekly · Last refresh Oct 17

American Institutes for Research Data Analyst Interview Questions

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

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1
SQL & Data ManipulationStart here. 8 questions + 3 drills · ~94 min
Handling Nulls Before AnalysisEasy

Explain how to identify, assess, and handle NULL values before analysis using basic SQL profiling and replacement logic.

Data WranglingCase WhenAggregationsAmerican Institutes for Research
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 ByAmerican Institutes for Research
SQL Basics and Data WorkEasy

Tests your ability to write and reason about SQL for common data tasks.

sqlAmerican Institutes for Research
Top Regions QueryHard

Tests SQL skills for ranking and aggregating results across regions for American Institutes for Research-style analytics.

Data Analysissql queriesperformance metricsAmerican Institutes for Research
Optimizing Slow QueriesHard

Tests performance troubleshooting and query optimization techniques on large-scale data.

Performance TuningAmerican Institutes for Research
Validating Query AccuracyMedium

Tests data quality checks, verification strategies, and trust-building in analytical outputs.

Accuracydata validationAmerican Institutes for Research
SQL Duplicate Record DetectionEasy
Practice
Practice drill

Find duplicate American Institutes for Research assessment submissions using a CTE, GROUP BY, HAVING, and joins.

deduplicationsqldata integrityAmerican Institutes for ResearchPublix Super MarketsMacy's
Max Discount Per CategoryMedium
Practice
Practice drill

Identify purchased products with the highest non-null discount in each category, including ties.

JoinsData Analysissql queriesStarbucksMeesho
SQL ExperienceMedium
Practice
Practice drill

Aggregate approved employee hours by department, including departments without qualifying records.

experienceJoinsCase WhenNational IndemnityDayforceAvalara
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2
Behavioral & Leadership5 questions · ~40 min
Cleaning Messy Data Under DeadlineMedium

Tests ownership and attention to detail in cleaning unreliable data while managing stakeholders and still delivering a credible analysis.

data cleaningexperienceAnalysisAmerican Institutes for Research
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3
More topics1 question · ~8 min
The finish line: interview-readyComplete all 14 questions plus 3 hands-on drills to finish this plan.