Often Missing SkillsChange ManagementExecutive CommunicationData GovernanceModel MonitoringProject ManagementExperiment DesignVendor ManagementPrivacy Awareness
Development SuggestionsBuild a portfolio of end to end projects that show decision impact, not just model accuracy. Practice executive level updates that focus on outcomes, tradeoffs, and recommendations. Standardize data definitions and reporting so coaches and leaders trust the numbers.