Often Missing SkillsLearning analytics/ROI measurementEnterprise L&D strategy and portfolio planningLMS ecosystem integration and vendor selectionBudgeting and procurement for L&DDesigning leadership programs for technical audiences
Development SuggestionsLead a measurable pilot (e.g., engineering onboarding) end-to-end with clear KPIs and an ROI report; complete ATD courses or CPTD prep in learning analytics and vendor management, and build a sample dashboard in Power BI/Tableau using anonymized data.