How to become a Analytics Engineer

Transforms raw data into clean, tested models analysts can trust.

Core skills

Guides for this path

Flagship project idea

Model a messy public dataset with dbt, with tests and documentation, published on GitHub.

JuniorRoute Pro turns this into a milestone-by-milestone build plan sized to your skill level.

Your path in

1
Learn the fundamentals
Get comfortable with sql and dbt. Free resources are enough to start. Consistency beats intensity.
2
Build a flagship project
Model a messy public dataset with dbt, with tests and documentation, published on GitHub.
3
Meet people in the role
Find 3–5 people working as a Analytics Engineer and ask for 15-minute chats about how they broke in. JuniorRoute gives you outreach templates and a tracker.
4
Apply strategically
Target internships, apprenticeships and programs matched to your grade and experience, with a resume tailored to each posting.
5
Practice interviews
Run mock interviews specific to Analytics Engineer roles, both technical and behavioral, and fix what the scorecard flags.

Get your personal Analytics Engineer plan.

Free to start. No credit card. Built around your grade, goals and schedule.