… must understand: Clinical and operational context: what the data represents in real care workflows Health data structures: encounters, diagnoses, procedures, … clearly, explaining limitations, and recommending actions that are feasible in real settings. Skills Employers Expect in Health Data Analysts Many candidates … training that includes healthcare-relevant datasets, measurement, ethics, and real stakeholder communication, not only generic analytics exercises. 2. Build core …