Sales
Solar Sales Representatives and Assessors
HIGH
63 / 100 estimated replacement risk
VS
Construction & Extraction
Solar Thermal Installers and Technicians
MODERATE
39 / 100 estimated replacement risk
MetricSolar Sales Representatives and AssessorsSolar Thermal Installers and TechniciansAdvantage
AI Exposure6844Solar Thermal Installers and Technicians
Estimated Replacement RiskHIGH63MODERATE39Solar Thermal Installers and Technicians
Human Dependency5074Solar Thermal Installers and Technicians
Physical Dependency3155Solar Thermal Installers and Technicians
Labour-market Resilience5971Solar Thermal Installers and Technicians
Confidence82.960681.2986Solar Sales Representatives and Assessors
Task Coverage88.699%85.215%Solar Sales Representatives and Assessors
Verdict
Solar Thermal Installers and Technicians currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.