Often Missing SkillsSQL Intermediate SkillsData VisualizationAttribution FundamentalsData GovernanceMarketing Automation ToolsCRM ToolsExperiment DesignProject Management
Development SuggestionsBuild a small portfolio that shows clean datasets, clear reports, and documented workflows. Strengthen SQL and visualization skills, and learn one CRM tool and one marketing automation tool well enough to support real campaign reporting.