Often Missing SkillsCausal InferencePower AnalysisExperiment InstrumentationMetric DefinitionData Quality ValidationChange ManagementStorytelling With Data
Development SuggestionsBuild a small portfolio of experiments with clear hypotheses, success metrics, and written recommendations. Practice translating results into decisions for nontechnical partners, and strengthen statistics foundations with hands-on analysis in SQL and a common analysis tool.