Construction & Extraction
Solar Thermal Installers and Technicians
MODERATE
39 / 100 estimated replacement risk
VS
Installation & Repair
Heating, Air Conditioning, and Refrigeration Mechanics and Installers
MODERATE
37 / 100 estimated replacement risk
MetricSolar Thermal Installers and TechniciansHeating, Air Conditioning, and Refrigeration Mechanics and InstallersAdvantage
AI Exposure4438Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Estimated Replacement RiskMODERATE39MODERATE37Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Human Dependency7475Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Physical Dependency5553Solar Thermal Installers and Technicians
Labour-market Resilience7174Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Confidence81.298680.4672Solar Thermal Installers and Technicians
Task Coverage85.215%85.6218%Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Verdict
Heating, Air Conditioning, and Refrigeration Mechanics and 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.