Where AI can help
AI can suggest components, styles and interface tests.
US labor-market data in USD. Changing language does not change the country.
✓ United StatesBrazil — data in preparationBrazil is not available yet. We will publish a local dataset after validating CBO mapping and remuneration coverage.
Create and maintain websites and browser-based applications. They turn product flows into fast, accessible interfaces connected to data.
Implement pages and components for the web
Connect interfaces to APIs and databases
Fix compatibility and performance problems
Check accessibility across screen sizes
Ship changes and monitor usage errors
A functional, responsive and accessible web flow connected to the right service.
Editorial example, not a reported worker interview. Tools vary by employer.Agencies, product teams and independent work. The routine alternates implementation, visual review and problem diagnosis.
O*NET® 31.0 ↗Mean is the arithmetic average; median is the midpoint of the wage distribution. National occupational figures are not starting-salary promises.
Percentiles describe the workforce distribution, not junior and senior salary bands. Excludes self-employed workers; see the source for coverage.
BLS · May 2025 · USD/year ↗Includes replacement needs over 2025–2035. These are projections, not open job advertisements.
BLS · 2025–2035 ↗AI can suggest components, styles and interface tests.
Deciding what users need, validating accessibility and handling incomplete states depend on context.
The task discussion is editorial interpretation. Only the exposure percentage is reproduced from the study; we do not assign percentages to individual tasks.
Anthropic · March 2026 study ↗Use the exercise below to practice a real task, check AI outputs and identify where you need more depth. A career change is one option, not a requirement.
Rebuild a simple flow for a small and a large screen; test keyboard use, slow loading and error messages.
Typical requirements in BLS data, not universal hiring rules. Verify the employer’s requirements and any applicable credential or license.
BLS · 2025 ↗HTML, CSS and JavaScript · web frameworks · APIs · browser tools
Editorial example, not a reported worker interview. Tools vary by employer.
These are researched starting points, not personalized recommendations or promises of lower AI exposure. Check the destination’s requirements and your own circumstances.
Turning product flows into screens can provide a base for visual decisions.
Front-end knowledge is not the same as building a visual concept or design portfolio.
Rebuild a simple flow for a small and a large screen; test keyboard use, slow loading and error messages.
Use the official occupation title below to search current listings. Check duties, location, experience and compensation. External search results have not been verified as active by this directory.
Web DevelopersSearch external job listings ↗Ask which tasks take the most time, how AI changed the routine and what evidence of skill helped them enter. Compare their experience with the published data.
My Next Move ↗Occupational descriptions adapt the O*NET® 31.0 Database, U.S. Department of Labor, Employment and Training Administration, under CC BY 4.0. Is my job toast? translated, shortened and supplemented the material. USDOL/ETA has not approved or endorsed these changes. CC BY 4.0 ↗