Governments should invest in education and skills training not only for workers who risk losing their jobs to augmentation or automation, but also for middle-skill workers. The number of such workers in healthcare professions, such as respiratory therapists, dental hygienists, and clinical laboratory technicians, as well as production workers in operative, technical, and administrative positions, is expected to shrink in the next decade due to retirement. This presents the opportunity to hire millions of new workers to replace these vacant positions, which will require investment in accessible training paths such as community college education and sectoral training programs.