{"schemaVersion":1,"reviewedAt":"2026-11-04","note":"Editorial mappings, not job standards or certifications.","sectors":[{"name":"Pharma & biotech","slug":"pharma-biotech","isic":"C","description":"Discover, test, manufacture, and bring medicines to patients.","tasks":["drug-discovery","clinical-trials","regulatory-affairs","bioinformatics","research-evidence","statistics-modelling"]},{"name":"Medical devices & diagnostics","slug":"medical-devices-diagnostics","isic":"C","description":"Develop and regulate devices, diagnostics, and imaging products.","tasks":["medical-imaging","regulatory-affairs","clinical-trials","design-engineering"]},{"name":"Public health & epidemiology","slug":"public-health-epidemiology","isic":"Q","description":"Monitor population health and evaluate interventions.","tasks":["research-evidence","statistics-modelling","geospatial-analysis","analyze-data"]},{"name":"Universities & academic 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