Often Missing SkillsSQLDashboard DesignMetric DefinitionAttribution BasicsExperiment DesignData Quality ManagementPresentation Skills
Development SuggestionsBuild a portfolio with two to three dashboards using realistic marketing data, write clear metric definitions, and practice presenting insights as decisions and next actions. Strengthen SQL for extracting and validating data, and learn how tracking and attribution affect reported performance.