Construction & Extraction
Solar Photovoltaic Installers
MODERATE
35 / 100 estimated replacement risk
VS
Installation & Repair
Wind Turbine Service Technicians
MODERATE
38 / 100 estimated replacement risk
MetricSolar Photovoltaic InstallersWind Turbine Service TechniciansAdvantage
AI Exposure4247Solar Photovoltaic Installers
Estimated Replacement RiskMODERATE35MODERATE38Solar Photovoltaic Installers
Human Dependency7269Solar Photovoltaic Installers
Physical Dependency6270Wind Turbine Service Technicians
Labour-market Resilience7779Wind Turbine Service Technicians
Confidence81.474381.7226Wind Turbine Service Technicians
Task Coverage85.8909%85.5325%Solar Photovoltaic Installers
Verdict
Solar Photovoltaic Installers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.