Task-by-Task Analysis
Here's how AI might impact each core task of a software developer:
Write code60% automatable
Debug programs55% automatable
Design system architecture40% automatable
Collaborate with team20% automatable
Live Risk Signals
Real-time factors affecting this job's automation risk score:
+5%
news
1 negative vs 0 positive articles found
+20%
layoffs
157,633 workers laid off in related industries (17 AI-related)
+3%
employment
-3.2% employment change year-over-year
Risk scores update automatically based on news, layoffs, employment trends, and AI capability announcements.
Score Breakdown
Base Risk (O*NET Research)55%
News Sentiment+5%
Industry Layoffs+20%
Employment Trends (BLS)+3%
Final Score83%
Risk Trend (90 Days)
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AI Tools Threatening This Role
GitHub Copilot
AI code generation
Low-code platforms
Automated testing
What AI Cannot Replace
Architecture design
Complex problem solving
Leadership
Innovation
How to Future-Proof Your Career
AI/ML engineering
System design
Cloud architecture
AI tools proficiency
Key Skills for This Role
ProgrammingProblem SolvingSystem Design
Career Overview
Median Salary$127,000/yr
Total Employed1.8M
Job Outlookgrowing
Categorytechnology
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Data sources: U.S. Bureau of Labor Statistics (BLS), O*NET OnLine, industry research reports. Risk scores are updated daily using our proprietary algorithm. Last updated: May 2026.
Analysis by AI Crisis Research Team.