Often Missing SkillsImpact SizingExperiment EvaluationData Modeling BasicsAnalytics Engineering CollaborationData StorytellingMetric GovernanceDashboard Maintenance ProcessesChange Management
Development SuggestionsStrengthen end-to-end measurement skills by owning one business metric from definition to reporting to action. Practice impact sizing before analysis, document assumptions, and align on success criteria early. Build a portfolio with one dashboard, one deep-dive analysis, and one experiment readout that shows business outcomes.