Often Missing SkillsExperiment DesignCausal InferenceAttribution ModelingPricing StrategyRetention StrategyData InstrumentationExecutive CommunicationPeople Management
Development SuggestionsPick one growth lever to master first, such as onboarding or retention. Build a repeatable experimentation process with clear hypotheses, success metrics, and decision rules. Strengthen data foundations by partnering with analytics to improve event tracking and metric consistency. Practice concise executive updates that link work to revenue, cost, and customer impact.