Often Missing SkillsLifecycle MetricsAttribution BasicsExperimentation RigorData QueryingCustomer ResearchDeliverability ManagementPersonalization StrategyCampaign QA
Development SuggestionsBuild a simple measurement framework for activation, retention, and reactivation. Practice running one experiment per month with a clear hypothesis and success metric. Improve data comfort by learning how to pull basic customer lists and performance cuts. Set up a repeatable campaign QA checklist to reduce errors and protect deliverability.