Installation & Repair
Heating, Air Conditioning, and Refrigeration Mechanics and Installers
MODERATE
37 / 100 estimated replacement risk
VS
Construction & Extraction
Solar Thermal Installers and Technicians
MODERATE
39 / 100 estimated replacement risk
MetricHeating, Air Conditioning, and Refrigeration Mechanics and InstallersSolar Thermal Installers and TechniciansAdvantage
AI Exposure3844Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Estimated Replacement RiskMODERATE37MODERATE39Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Human Dependency7574Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Physical Dependency5355Solar Thermal Installers and Technicians
Labour-market Resilience7471Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Confidence80.467281.2986Solar Thermal Installers and Technicians
Task Coverage85.6218%85.215%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.