Often Missing SkillsAttribution ModelingData GovernanceMarketing ForecastingSQLMarketing Automation ArchitectureCRM Data HygieneExperiment DesignChange Management
Development SuggestionsBuild depth in measurement and data practices by owning a full reporting framework, improving data quality, and standardizing metrics. Pair this with hands-on capability in CRM and marketing automation, plus a clear change plan to drive adoption across teams.