Free guide

The Data Engineer Roadmap

A full path from your first SQL query to owning a data platform you can defend on cost, reliability, and scale. Concept-first, in order - each area builds on the last, and the tools are named only as examples.

Free and public. Work through it top to bottom, or jump to the area that matches where you are. Phases marked with a course go deep in a paid video course.