Sales
Solar Sales Representatives and Assessors
HIGH
63 / 100 estimated replacement risk
VS
Construction & Extraction
Solar Photovoltaic Installers
MODERATE
35 / 100 estimated replacement risk
MetricSolar Sales Representatives and AssessorsSolar Photovoltaic InstallersAdvantage
AI Exposure6842Solar Photovoltaic Installers
Estimated Replacement RiskHIGH63MODERATE35Solar Photovoltaic Installers
Human Dependency5072Solar Photovoltaic Installers
Physical Dependency3162Solar Photovoltaic Installers
Labour-market Resilience5977Solar Photovoltaic Installers
Confidence82.960681.4743Solar Sales Representatives and Assessors
Task Coverage88.699%85.8909%Solar Sales Representatives and Assessors
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.