Often Missing SkillsIncrementality TestingAttribution ModelingData StorytellingCustomer Data PlatformsLifecycle MarketingPrivacy ComplianceVendor Management
Development SuggestionsBuild a portfolio of 2 to 3 campaigns showing planning, audience strategy, channel coordination, and measurable results. Strengthen analytics by owning a weekly performance report and running at least one structured test per month. Learn the basics of privacy requirements and work closely with legal or compliance partners on campaign approvals.