Construction & Extraction
Solar Photovoltaic Installers
MODERATE
35 / 100 estimated replacement risk
VS
Installation & Repair
Electrical and Electronics Installers and Repairers, Transportation Equipment
MODERATE
40 / 100 estimated replacement risk
MetricSolar Photovoltaic InstallersElectrical and Electronics Installers and Repairers, Transportation EquipmentAdvantage
AI Exposure4233Electrical and Electronics Installers and Repairers, Transportation Equipment
Estimated Replacement RiskMODERATE35MODERATE40Solar Photovoltaic Installers
Human Dependency7260Solar Photovoltaic Installers
Physical Dependency6254Solar Photovoltaic Installers
Labour-market Resilience7767Solar Photovoltaic Installers
Confidence81.474380.7954Solar Photovoltaic Installers
Task Coverage85.8909%85.1501%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.