Often Missing SkillsSQLMetric DefinitionExperiment DesignData Quality ManagementDashboard DesignStakeholder Management
Development SuggestionsBuild a small portfolio with two dashboards and one written insight summary. Practice writing metric definitions and validating numbers across sources. Strengthen SQL with joins, filtering, and aggregation. Run a simple experiment analysis using a clear success metric and a short results memo.