Often Missing SkillsMulti-touch attribution modelingAdvanced automation workflows in Marketo/HubSpotSQL for campaign and pipeline analysisAccount-based marketing and intent platforms
Development SuggestionsEarn a Marketo or HubSpot certification and build nurture/lead-scoring in a sandbox; complete a SQL-for-marketers course and implement GA4 with disciplined UTM tracking to practice attribution.