Analytics & BI
Product Analytics
You build products by understanding user behavior at scale, not just reporting on it. This path creates CDOs who shape strategy through data-driven product decisions, not dashboard maintenance.
Career Progression
Rotational Tours · L1–L3
Build the craft. Prove you can wield the tools of Analytics & BI.
Transformational Tours · L4–L7
Deliver outcomes. Each tour has a defined mission and success criteria.
Foundational Tours · L8–L10
Shape the organization. Build institutions, not just products.
What Hiring Managers Look For
L1-L3: Hiring managers want candidates who can translate messy user behavior into clean hypotheses and run A/B tests without breaking production systems.
L4-L6: They're looking for professionals who've influenced product roadmaps with counterintuitive insights and built measurement frameworks that survived multiple product pivots.
L7+: Boards evaluate leaders who've transformed business strategy through predictive modeling and established analytics capabilities that competitors try to reverse-engineer.
Common Career Transitions
Product Analytics → Growth Analytics at L4-L5 for deeper conversion optimization expertise
Product Analytics → Data Science at L5-L6 to build predictive models instead of just measuring outcomes
Product Analytics → Product Management at L6+ leveraging deep user insight and experimentation skills