Often Missing SkillsEnd‑to‑end retail media productization and packagingClean room and first‑party data activation know‑howCommercial pricing and revenue forecasting for mediaIncrementality testing design and interpretationProgrammatic supply and demand integrations
Development SuggestionsComplete IAB/Amazon Ads/Edge Academy programs and lead a small pilot that activates first‑party audiences with a holdout test to produce a measurable case study.