Task-by-Task Analysis
Here's how AI might impact each core task of a devops engineer:
Build CI/CD pipelines60% automatable
Manage infrastructure55% automatable
Automate processes50% automatable
Troubleshoot production40% automatable
Live Risk Signals
Real-time factors affecting this job's automation risk score:
-7%
news
0 negative vs 1 positive articles found
+20%
layoffs
212,842 workers laid off in related industries (8 AI-related)
+3%
employment
-3.1% employment change year-over-year
+5%
ai-capability
AI capability: github copilot
Risk scores update automatically based on news, layoffs, employment trends, and AI capability announcements.
Score Breakdown
Base Risk (O*NET Research)49%
News Sentiment-7%
Industry Layoffs+20%
Employment Trends (BLS)+3%
AI Capability Signals+5%
Final Score70%
Risk Trend (90 Days)
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AI Tools Threatening This Role
AI ops tools
Automated infrastructure
Platform engineering
What AI Cannot Replace
Complex systems
Architecture
Incident response
Strategy
How to Future-Proof Your Career
Platform engineering
SRE
Cloud architecture
AI ops
Key Skills for This Role
CI/CDCloud PlatformsProblem Solving
Career Overview
Median Salary$120,000/yr
Total Employed95k
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: July 2026.
Analysis by AI Crisis Research Team.