Technology & Data
Geographic Information Systems Technologists and Technicians
VERY HIGH
71 / 100 estimated replacement risk
VS
Engineering & Architecture
Civil Engineering Technologists and Technicians
HIGH
57 / 100 estimated replacement risk
MetricGeographic Information Systems Technologists and TechniciansCivil Engineering Technologists and TechniciansAdvantage
AI Exposure7868Civil Engineering Technologists and Technicians
Estimated Replacement RiskVERY HIGH71HIGH57Civil Engineering Technologists and Technicians
Human Dependency6176Civil Engineering Technologists and Technicians
Physical Dependency2842Civil Engineering Technologists and Technicians
Labour-market Resilience4959Civil Engineering Technologists and Technicians
Confidence82.024682.824Civil Engineering Technologists and Technicians
Task Coverage86.0827%86.2901%Civil Engineering Technologists and Technicians
Verdict
Civil Engineering Technologists and Technicians currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.