Often Missing SkillsEnd-to-end omnichannel strategy design and executionCRM/loyalty architecture and advanced personalizationMarketing mix modeling and multi-touch attributionMartech stack integration (CDP, ESP, POS, ecommerce)Retail media network planning and measurement
Development Suggestions1) Lead a CDP + loyalty pilot that unifies POS and ecommerce data and reports lift; 2) Own a full-funnel marketing budget and MMM/attribution workstream for a product line.