Sales
Solar Sales Representatives and Assessors
HIGH
63 / 100 estimated replacement risk
VS
Construction & Extraction
Solar Energy Installation Managers
MODERATE
38 / 100 estimated replacement risk
MetricSolar Sales Representatives and AssessorsSolar Energy Installation ManagersAdvantage
AI Exposure6840Solar Energy Installation Managers
Estimated Replacement RiskHIGH63MODERATE38Solar Energy Installation Managers
Human Dependency5077Solar Energy Installation Managers
Physical Dependency3150Solar Energy Installation Managers
Labour-market Resilience5977Solar Energy Installation Managers
Confidence82.960682.709Solar Sales Representatives and Assessors
Task Coverage88.699%88.903%Solar Energy Installation Managers
Verdict
Solar Energy Installation Managers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.