Often Missing SkillsData Pipeline BasicsData GovernanceAdvanced Data VisualizationData StorytellingAutomation of Routine ReportingData Privacy PracticesOutbreak Detection Techniques
Development SuggestionsStrengthen core tools used in surveillance work by practicing SQL and building repeatable analysis workflows in Python or R. Create a small portfolio that includes a clean dataset, a trend analysis, and a simple dashboard. Seek exposure to data quality processes, clear metric definitions, and privacy requirements through cross-team projects or guided shadowing.