Often Missing SkillsAdvanced experimentationLifecycle analyticsCross channel orchestrationRenewal and expansion planningData governance
Development SuggestionsBuild a clear metric framework, run structured tests with documented learnings, and strengthen data partnership with analytics and operations. Seek ownership of renewal focused programs and expand experience across at least three customer communication channels.