Construction & Extraction
Solar Photovoltaic Installers
MODERATE
35 / 100 estimated replacement risk
VS
Installation & Repair
Geothermal Technicians
MODERATE
43 / 100 estimated replacement risk
MetricSolar Photovoltaic InstallersGeothermal TechniciansAdvantage
AI Exposure4253Solar Photovoltaic Installers
Estimated Replacement RiskMODERATE35MODERATE43Solar Photovoltaic Installers
Human Dependency7266Solar Photovoltaic Installers
Physical Dependency6268Geothermal Technicians
Labour-market Resilience7769Solar Photovoltaic Installers
Confidence81.474382.2088Geothermal Technicians
Task Coverage85.8909%86.2828%Geothermal Technicians
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.