Engineering & Architecture
Surveying and Mapping Technicians
HIGH
62 / 100 estimated replacement risk
VS
Engineering & Architecture
Transportation Engineers
HIGH
51 / 100 estimated replacement risk
MetricSurveying and Mapping TechniciansTransportation EngineersAdvantage
AI Exposure7357Transportation Engineers
Estimated Replacement RiskHIGH62HIGH51Transportation Engineers
Human Dependency6481Transportation Engineers
Physical Dependency4939Surveying and Mapping Technicians
Labour-market Resilience5763Transportation Engineers
Confidence78.828882.5182Transportation Engineers
Task Coverage85.5381%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.