Installation & Repair
First-Line Supervisors of Mechanics, Installers, and Repairers
45/100 risk
Full analysis →VS
Office & Administration
First-Line Supervisors of Office and Administrative Support Workers
57/100 risk
Full analysis →MetricFirst-Line Supervisors of Mechanics, Installers, and RepairersFirst-Line Supervisors of Office and Administrative Support WorkersAdvantage
AI Exposure5167First-Line Supervisors of Mechanics, Installers, and Repairers
Replacement Risk4557First-Line Supervisors of Mechanics, Installers, and Repairers
Human Dependency7175First-Line Supervisors of Office and Administrative Support Workers
Physical Dependency5433First-Line Supervisors of Mechanics, Installers, and Repairers
Labour-market Resilience6960First-Line Supervisors of Mechanics, Installers, and Repairers
Confidence82.201281.9425First-Line Supervisors of Mechanics, Installers, and Repairers
Task Coverage86.697284.9888First-Line Supervisors of Mechanics, Installers, and Repairers
Verdict
First-Line Supervisors of Mechanics, Installers, and Repairers currently appears more AI-resilient. That advantage reflects lower replacement pressure after human dependency, physical dependency, labour-market resilience and adoption factors are included.
