Often Missing SkillsCohort AnalysisExperiment PrioritizationIncrementality TestingData VisualizationSQL BasicsLifecycle Journey MappingCreative Testing ProcessChannel DiversificationForecastingTeam Leadership
Development SuggestionsBuild a simple growth measurement system, run a repeatable testing cadence, and document results as short case studies. Strengthen analytics fundamentals, improve forecasting accuracy, and practice leading cross functional projects end to end.