The Future Of Employment: How Susceptible Are Jobs To Computerisation?

Source: Carl Benedikt Frey and Michael A. Osborne, University of Oxford, September 17, 2013

We examine how susceptible jobs are to computerisation. To assess this, we begin by implementing a novel methodology to estimate the probability of computerisation for 702 detailed occupations, using a Gaussian process classifier. Based on these estimates, we examine expected impacts of future computerisation on US labour market outcomes, with the primary objective of analysing the number of jobs at risk and the relationship between an occupation’s probability of computerisation, wages and educational attainment. According to our estimates, about 47 percent of total US employment is at risk. We further provide evidence that wages and educational attainment exhibit a strong negative relationship with an occupation’s probability of computerization.

Future economy: Many will lose jobs to computers
Source: John Shinal, USA TODAY, March 21, 2014

More and more jobs are likely to be automated – and hence, fewer people will be needed to do them.

The Shift From Low-Wage Worker to Robot Worker
Source: Andrew Flowers,, March 25, 2014

It’s become commonplace for computers to replace American workers — think about those on an assembly line and in toll booths — but two University of Oxford professors have come to a surprising conclusion: Waitresses, fast-food workers and others earning at or near the minimum wage should also be on alert. … The minimum-wage occupations that Frey and Osborne think are most vulnerable include, not surprisingly, telemarketers, sales clerks and cashiers. But also included are occupations that employ a large share of the low-wage workforce, such as waiters and waitresses, food-preparation workers and cooks. If the computerization of these low-wage jobs becomes feasible, and if employers find it economical to invest in such labor-saving technology, there will be huge implications for the U.S. labor force….

The Job Apocalypse That Is Hiding From The Bureau of Labor Statistics
Source: Dean Baker, Center for Economic and Policy Research, Beat the Press blog, 27 March 27, 2014

…The problem with this story is that it is 180 degrees at odds with the data. Robots and computers seem to fascinate people as something new and different, but actually they are just forms of productivity growth. The issue is simply one of how fast we might expect these new technologies to increase productivity and displace workers. The answer we have been getting to date from the Bureau of Labor Statistics (BLS) is not very fast….

The coming job apocalypse
Source: Harold Meyerson, Washington Post, March 26, 2014

…Frey and Osborne acknowledge that there is a lot of speculation encoded in their equations. But even if they’re half right, or just a third right, that would mean that 23.5 percent or 15.7 percent, respectively, of U.S. workers face a future of employment extermination. I doubt that the mass acquisition of creative and social skills is sufficient to meet this challenge. The way to deal with such a job apocalypse would begin with the very measures that we have failed to enact to combat the cyclical downturn that began in 2008: a massive government program to build and repair our infrastructure and to provide the preschool education and elder care that the nation needs, which would increase consumption and economic activity generally….