Often Missing SkillsExperiment DesignAttribution AnalysisMarketing Mix ModelingSQLData Quality ManagementPrivacy AwarenessExecutive Presentation
Development SuggestionsBuild a portfolio with two to three end to end case studies that show the question, the data, the method, and the business recommendation. Strengthen SQL and dashboard skills, and practice presenting insights in one page summaries for leaders.