Data Engineering
Data Platform
You'll architect enterprise-wide data ecosystems that become the nervous system of billion-dollar decisions. This path creates CDOs who think like infrastructure builders but speak the language of business transformation.
Career Progression
Rotational Tours · L1–L3
Build the craft. Prove you can wield the tools of Data Engineering.
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
You can build end-to-end data pipelines that actually run in production, not just proof-of-concepts that break under real load.
You've architected multi-petabyte systems that multiple teams depend on, with the scars from 3AM outages to prove your design decisions weren't theoretical.
You can articulate how data infrastructure investments translate to business outcomes, speaking fluently to both engineering teams and CFOs about platform ROI.
Common Career Transitions
Data Platform → Infrastructure Engineering at L5-L6 for broader distributed systems expertise
Data Platform → Product Engineering at L4-L5 to apply analytical thinking to user-facing systems
Data Platform → Technical Program Management at L6+ leveraging cross-team coordination experience