Emerging
Data Labeler / Annotator
Data labelers teach AI by rating outputs and tagging data. Entry-level path into AI — many reviewers are subject-matter experts like doctors and lawyers.
Structured path
Start the Data Labeler / Annotator path
~14 hours · 6 stages · 20 lessons.
A day in the life
A rough shape of the workday.
Morning
Open the day with ChatGPT and Claude — triaging the inbox and lining up priorities.
Midday
Data labelers teach AI by rating outputs and tagging data, with help from Scale AI.
Wrap-up
Wrap up by reviewing what shipped, capturing notes, and queuing tomorrow's first move.
Everyday AI tools
What this role uses day-to-day.
Specialized AI tools
Industry-specific products in 2026.
Skills to build
What you'll be doing — well.
- Attention to detail
- Writing clarity
- Domain expertise
- Following rubrics
Education path
Common routes in.
- Any — domain expertise beats degree
Typical U.S. salary
$35,000–$120,000USD/year
Source: BLS OES · national median range
Start here
Lessons aligned to this career path.