Free 12-Month Analytics Engineer Roadmap

A detailed and realistic 12-month roadmap for data analysts and other data professionals who want to transition into analytics engineering without rushing through disconnected courses or learning tools without understanding how they work together.

The roadmap breaks the transition into manageable weekly steps covering advanced SQL, dimensional data modelling, data warehousing, dbt, Git, testing, documentation, CI/CD, cloud data platforms and data reliability. It also includes carefully selected free and paid learning resources, practical weekly deliverables, readiness checks and portfolio projects designed to demonstrate production-ready skills.

It is suitable for complete beginners following the full 12-month path, experienced data analysts who may be ready for a shorter transition, and BI professionals who want to move beyond dashboard development into building reliable, reusable and well-documented data models.

Download it for free and begin building the skills required to become an analytics engineer.