Often Missing SkillsAdvanced marketing mix modeling (MMM) and multi-touch attributionP&L ownership and financial planningGlobal expansion and localization strategyEnterprise-scale CRM/lifecycle orchestrationChannel portfolio optimization across paid, owned, earned media
Development SuggestionsOwn a full-year marketing budget and forecast; pilot an attribution/MMM initiative with data science or a vendor. Lead a localized market entry project (pricing, channels, partnerships) for one new country.