12. Structure Marketing Analytics
Optimize messaging and experience
Data Science
Predictive analytics, complexity
A/B Testing
Business insights, recommendations,
empower every employee
Data integration, wrangling, quality, access
Data Engineering
Growth Product Marketers
Activation, journeys and in-product
messaging
13. Scale
Central growth team
Quarterly assignments, full funnel
experimentation, user growth
Incubator model
Central growth team enables and
accelerates
SWAT teams
Developers, analysts, designers
14. Competencies
Process oriented
Reduce time to insight
Data Delivery
Lower the technical bar for self-
serving data
Predictive Analytics
Aim for scale and repeatability