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Health Data Analyst

Also known as: Healthcare Data Analyst, Clinical Data Analyst, Population Health Analyst, Medical Data Analyst

AI Impact Score

4/100

AI is dramatically expanding the analytical capacity of health data teams — from real-time clinical surveillance to predictive risk stratification. Analysts who combine healthcare domain knowledge with AI-assisted analytics will be in high demand across hospitals, payers, and public health agencies.

$58k – $100k

Salary Range

growing

Growth Outlook

85,000

Total Jobs (US)

+23%

Growth Rate

Task Breakdown

Tasks at Risk (4)

Manual extraction of structured reports from EHR systemsStatic monthly dashboard updates without real-time monitoringBasic descriptive statistics without predictive modelingSpreadsheet-based data cleaning across multiple data sources

AI-Enhanced Tasks (4)

AI-powered pattern recognition in clinical and claims dataNatural language processing for unstructured clinical notesPredictive risk models for patient readmission, deterioration, and costAutomated anomaly detection in quality metrics and billing data

Human-Safe Tasks (4)

Contextualizing data findings within clinical and operational realitiesDesigning analyses that meet regulatory and IRB requirementsPresenting insights to clinical and executive stakeholdersEnsuring data privacy compliance (HIPAA) in all analytical work

Current Skills

SQL and database queryingElectronic health record (EHR) systems (Epic, Cerner, Meditech)Healthcare coding systems (ICD-10, CPT, DRG)HIPAA compliance and de-identification standardsData visualization (Tableau, Power BI)

Future-Proof Skills

Python or R for healthcare data analysisMachine learning for clinical risk predictionNatural language processing for clinical notesHealthcare interoperability standards (HL7, FHIR)Population health management platforms