Often Missing SkillsSQL BasicsAttribution ModelingCustomer Data PlatformsMarketing AutomationDeliverability ManagementData GovernanceExperiment AnalysisConversion Rate Optimization
Development SuggestionsBuild a portfolio of measurable wins using one channel at a time, such as newsletters. Learn core analytics and experimentation practices, then add lifecycle and data platform skills. Partner closely with analytics and engineering to strengthen measurement and delivery.