Task-by-Task Analysis
Here's how AI might impact each core task of a civil engineer:
Design structures50% estimated exposure
Analyze site data60% estimated exposure
Oversee construction25% estimated exposure
Ensure code compliance40% estimated exposure
Current Risk Signals
Recent factors included in this role estimate:
+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)38%
Employment Trends (BLS)+3%
Final Score41%
Risk Trend (90 Days)
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AI Tools Threatening This Role
AI structural analysis
BIM automation
Generative design
Work Current Tools Handle Less Reliably
Site supervision
Complex projects
Stakeholder management
Judgment calls
Practical Ways to Adapt
BIM expertise
Project management
Sustainability
Infrastructure specialization
Key Skills for This Role
Engineering DesignProject ManagementTechnical Software
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.