Often Missing SkillsAdvanced forecasting methodsData governanceAttribution modelingCompensation plan designSystems integrationExperiment design
Development SuggestionsBuild depth in forecasting and data governance, then pair it with practical systems skills. Lead one cross team initiative that improves a core metric, document the before and after impact, and present it to executive stakeholders.