Often Missing SkillsDeep familiarity with common interoperability standardsHands-on API lifecycle ownershipPatient identity and record matching methodsConsent and authorization design for data sharingOperational monitoring for data exchangeClear documentation of data contracts
Development SuggestionsBuild a portfolio of real integration designs, practice translating clinical needs into data requirements, and strengthen end-to-end ownership from design through monitoring and support.