Tools
Career Roadmap
Student → foundation → projects → internship → portfolio → interview → job. Pick a track to see the steps.
- 1
Student
Pick a direction and understand the role.
- Read 10 data analyst job posts and list repeated skills
- Talk to one working analyst
- 2
Foundation
Learn the core skills employers screen for.
- Spreadsheets: lookups, pivots, charts
- SQL: joins, group by, window functions
- Basic statistics
- 3
Projects
Build proof you can show.
- Dashboard on a public dataset
- SQL analysis with a written summary
- Python cleaning notebook
- 4
Internship
Get real-world experience.
- Apply to 20+ targeted roles
- Track applications in a sheet
- 5
Portfolio
Make your work easy to find and judge.
- GitHub with READMEs for each project
- One-page resume with measurable results
- 6
Interview
Prepare for how you'll be tested.
- Timed SQL practice
- Case: 'How would you measure X?'
- Two-minute project walkthrough
- 7
Job
Land the role and keep growing.
- Compare offers on learning, not just pay
- Keep a brag document from day one
Want the details? Read the full data analyst roadmap.