ROLE-BASED LEARNING PATH

Analytics Engineer
Roadmap.

Create tested, documented transformation layers for analytics teams. Learn in stages, practice concepts, and build useful project context along the way.

7 learning stages4 core skillsProject and interview focus

Start this roadmap

YOUR NEXT DIRECTION

Analytics Engineer

SQLdbtGitWarehousing

LEARNING PATH / DEMO PREVIEW

THE ROADMAP

Build the skills in a useful sequence.

This is a flexible learning outline, not a promise of a specific career outcome.

01SQLExplore the SQL learning path

02dbtExplore the dbt learning path

03GitExplore the Git learning path

04WarehousingExplore the Warehousing learning path

05Practice projectsApply your learning in project work

06Interview preparationConnect skills to interview preparation

01Beginner02Intermediate03Advanced04Project ready05Interview ready

SKILLS

Core technologies

SQL dbt Git Warehousing

PROJECTS

Build context

Model layer

Metric definitions

INTERVIEW

Prepare to explain

SQL

Modeling

Quality

Interview support