Engineering & Architecture
Architectural and Civil Drafters
HIGH
58 / 100 estimated replacement risk
VS
Engineering & Architecture
Transportation Engineers
HIGH
51 / 100 estimated replacement risk
MetricArchitectural and Civil DraftersTransportation EngineersAdvantage
AI Exposure6857Transportation Engineers
Estimated Replacement RiskHIGH58HIGH51Transportation Engineers
Human Dependency6881Transportation Engineers
Physical Dependency3439Transportation Engineers
Labour-market Resilience5263Transportation Engineers
Confidence81.464182.5182Transportation Engineers
Task Coverage85.1124%86.6593%Transportation Engineers
Verdict
Transportation Engineers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.