Task-by-Task Analysis
Here's how AI might impact each core task of a web developer:
Write HTML/CSS/JS70% estimated exposure
Design layouts65% estimated exposure
Optimize performance55% estimated exposure
Consult with clients30% estimated exposure
Current Risk Signals
Recent factors included in this role estimate:
+19%
layoffs
60,342 workers laid off in related industries (4 AI-related)
+3%
employment
-2.8% employment change year-over-year
These signals are reviewed on a schedule and may not reflect every recent event. Use the score as a directional estimate, not a prediction.
Score Breakdown
Base Risk (O*NET Research)60%
Industry Layoffs+19%
Employment Trends (BLS)+3%
Final Score82%
Risk Trend (90 Days)
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AI Tools Threatening This Role
AI website builders
No-code platforms
AI coding assistants
Work Current Tools Handle Less Reliably
Complex applications
Custom solutions
Performance optimization
Practical Ways to Adapt
Full-stack development
React/Next.js
Backend development
DevOps
Key Skills for This Role
HTML/CSSJavaScriptProblem Solving
Data sources: U.S. Bureau of Labor Statistics (BLS), O*NET OnLine, industry research reports. Occupation pages use versioned task data and a consistent scoring model. Individual results also reflect the tasks a person selects.