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Updated weekly · Last refresh Oct 17

AdventHealth Sports Med & Rehab Orlando Data Analyst Interview Questions

The questions to prepare for a AdventHealth Sports Med & Rehab Orlando Data Analyst interview. Questions from real interview reports rank first. Updated daily.

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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~46 min
Top 10 Patients by VisitsMedium
Practice

Use a CTE and LEFT JOIN to find the 10 Massachusetts General Hospital patients with the most non-cancelled 2025 visits.

RankingGroup ByAggregationsAdventHealth Sports Med & Rehab Orlando
Data Cleaning ApproachMedium

Tests your methods for handling missing, inconsistent, and messy data at scale.

Data WranglingETLQualityAdventHealth Sports Med & Rehab Orlando
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
Python or R Analysis LibrariesMedium
Practice
Practice drill

Count unique respondents by Python or R library and return the most commonly used libraries first.

analytics toolsData ManipulationData WranglingOklahoma City Thunder
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2
Pipelines3 questions · ~26 min
Optimize Slow Spark ETL PipelineHard

Redesign a slow Databricks Spark ETL pipeline to cut runtime from 3 hours to under 60 minutes without breaking data quality or SLAs.

AdventHealth Sports Med & Rehab Orlando
Structured vs Unstructured DataEasy

Explain how structured and unstructured data differ, and why that matters for pipeline design and downstream processing.

ETLData ModelingQualityAdventHealth Sports Med & Rehab Orlando
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3
Behavioral & Leadership8 questions · ~69 min
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4
More topics4 questions · ~35 min
Investigating KPI DeclinesMedium

Tests your diagnostic approach to metrics, root cause analysis, and clear communication.

Funnel AnalysisKPIsDiagnosisAdventHealth Sports Med & Rehab Orlando
Statistical Methods SelectionMedium

Tests your ability to choose appropriate statistics for answering business and clinical questions.

RegressionCorrelationHypothesis TestingAdventHealth Sports Med & Rehab Orlando
Evaluating Rehab Program EffectivenessHard

Tests your experimental design skills for measuring outcomes and reducing bias in healthcare settings.

ExperimentationCUPEDA/B TestingAdventHealth Sports Med & Rehab Orlando
Identifying Trends and AnomaliesMedium

Tests your skills in exploratory analysis and anomaly detection to support decision-making.

Lagging IndicatorsLeading IndicatorsDiagnosisAdventHealth Sports Med & Rehab Orlando
The finish line: interview-readyComplete all 18 questions plus 2 hands-on drills to finish this plan.