By 2020 more than a third of the desired skill sets of most occupations will be comprised of skills not yet considered core to that job. A study by McKinsey & Company suggests that by 2030, up to 375 million workers will need to switch occupational categories due to automation and all workers will need to adapt to co-exist alongside increasingly capable machines.