Construction & Extraction
Solar Thermal Installers and Technicians
MODERATE
39 / 100 estimated replacement risk
VS
Construction & Extraction
Solar Photovoltaic Installers
MODERATE
35 / 100 estimated replacement risk
MetricSolar Thermal Installers and TechniciansSolar Photovoltaic InstallersAdvantage
AI Exposure4442Solar Photovoltaic Installers
Estimated Replacement RiskMODERATE39MODERATE35Solar Photovoltaic Installers
Human Dependency7472Solar Thermal Installers and Technicians
Physical Dependency5562Solar Photovoltaic Installers
Labour-market Resilience7177Solar Photovoltaic Installers
Confidence81.298681.4743Solar Photovoltaic Installers
Task Coverage85.215%85.8909%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.