What will AGI do for Hazardous Materials Removal Workers?

While half of the reported tools used are in IT/software (UNSPSC segment 43) for management and reporting, the defining work is overwhelmingly hands-on. Top work activities include 'Performing General Physical Activities' (3.91) and 'Handling and Moving Objects' (3.83). Furthermore, the highest work context scores highlight 'Wear Specialized Protective or Safety Equipment' (4.52) and 'Exposed to Contaminants' (4.14), confirming the value-producing work is inherently physical.