Automation on this scale is not just removing repetitive tasks it is reshaping the entire structure of employment. In manufacturing the traditional answer to technological displacement has been job reallocation toward more specialized high skill roles but the pace of robotic adoption now threatens to outstrip the rate at which workers can retrain...