Construction & Extraction
Sheet Metal Workers
MODERATE
42 / 100 estimated replacement risk
VS
Construction & Extraction
Solar Photovoltaic Installers
MODERATE
35 / 100 estimated replacement risk
MetricSheet Metal WorkersSolar Photovoltaic InstallersAdvantage
AI Exposure4342Solar Photovoltaic Installers
Estimated Replacement RiskMODERATE42MODERATE35Solar Photovoltaic Installers
Human Dependency6572Solar Photovoltaic Installers
Physical Dependency5662Solar Photovoltaic Installers
Labour-market Resilience6477Solar Photovoltaic Installers
Confidence81.617981.4743Sheet Metal Workers
Task Coverage86.5099%85.8909%Sheet Metal Workers
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.