Advanced AI risk report: Ductwork Installer

This role is highly resistant to AI because it involves custom fitting sheet metal into unique, cramped spaces within building structures. Robotics cannot yet replicate the improvisation required to route ventilation around unforeseen obstacles in existing buildings.