In Only Humans Need Apply, the authors note that one phenomenon of machine automation and augmentation is a decrease in entry-level jobs.
“We seem to have automated away the first few rungs of the traditional career ladder. In automating the routinized work that people used to cut their teeth on, they have also eliminated the means to pick up ‘soft skills’ to be effective with customers and within a large organization … In order to enter step-in jobs at early levels in their careers, students will need to acquire as much knowledge as they possibly can while in school, and as much on-the-job training while in internships.”
Tom Graves, in — Where have all the good jobs gone? — digs deeper into this phenomenon in a recent blog post.
“But as machines and IT-systems take on more and more of the routine rule-based and analytic decisions – the ‘easily repeatable processes’, the ‘automatable’ aspects of business – a key side-effect is, almost by definition, that the skill-levels needed to resolve the ‘non-automatable’ decisions will increase … To put it the other way round, the machines do all of the easy work, and (usually) do it well: but that means that all the hard work is left to the humans.”