Often Missing SkillsSQL ProficiencyExperiment DesignAttribution BasicsData Modeling BasicsCRM Data Structure KnowledgeReporting Automation
Development SuggestionsFocus on one CRM platform, build confidence with SQL and metric definitions, and practice creating clear dashboards that answer common business questions such as retention, repeat purchase, and conversion. Use small experiments to prove impact and document results.