Education and Automation

What jobs are likely at risk of automation and what will be replaced and what will be lower at risk?

work that is routine, repeatable and data‑dense—clerical, some manufacturing, and entry‑level white‑collar tasks show the clearest exposure—while occupations requiring social intelligence, complex man...