AI Public Health Surveillance Specialist
An AI Public Health Surveillance Specialist designs and deploys intelligent monitoring systems that detect disease outbreaks, trac…
Skill Guide
The technical proficiency to design, build, and operate systems that exchange clinical and administrative health data using HL7 FHIR APIs, map to ICD-10 coding standards, and adhere to broader interoperability frameworks for seamless, secure data flow.
Use for building FHIR clients, servers, and validators. HAPI and Firely are the dominant open-source libraries for enterprise development. Smile CDR is a common commercial FHIR repository.
VSAC is the authoritative US source for value sets. Use a dedicated terminology server or graph database to manage ICD-10, SNOMED CT, and LOINC mappings and validation at scale.
Touchstone and Inferno are used for formal conformance testing against IGs. The FHIR Validator CLI (from HL7) is essential for profile validation during development. Postman is used for API exploration.
US Core is the mandatory baseline. Da Vinci covers payer/provider data exchange (e.g., Coverage, Prior Auth). SMART defines app authorization. Bulk Data is for population-level data export.
Answer Strategy
Focus on leveraging the Consent resource, FHIR's security model, and the SMART on FHIR app launch framework. Sample answer: 'I would use the FHIR Consent resource with the patient as the grantor. The provider's authorization server would enforce the consent scope, issuing an OAuth 2.0 access token to the app with specific scopes (e.g., patient/Observation.read). The app's access would be limited to the data categories the patient explicitly authorized, with an audit trail using the AuditEvent resource.'
Answer Strategy
The interviewer is testing your understanding of mapping complexity, governance, and tooling. A strong answer should mention using the official GEMs as a starting point, implementing a clinical review process for ambiguous mappings, using a terminology service with versioning, and establishing a change management process for when new codes or guidelines are released.
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