Often Missing SkillsIdentity ResolutionData Quality ManagementPrivacy ComplianceData GovernanceData TestingAttribution BasicsAPI Integration
Development SuggestionsBuild a small portfolio project that ingests web events and CRM data into a simple customer profile, then create segments and validate results. Practice writing clear data definitions, adding data checks, and documenting how consent impacts activation.