Often Missing SkillsContent OperationsMeasurement FrameworksExperiment DesignChange ManagementBudget ManagementPeople Management
Development SuggestionsBuild a repeatable measurement approach, document content standards, and practice leading cross-team rollouts. Seek opportunities to own a roadmap, manage vendors, and mentor teammates to demonstrate senior-level scope.