%0 Journal Article %1 frey2017future %A Frey, Carl Benedikt %A Osborne, Michael A. %D 2017 %I Elsevier BV %J Technological Forecasting and Social Change %K artificial_intelligence employment occupational_choice skill_demand technological_change wage_inequality %P 254--280 %R 10.1016/j.techfore.2016.08.019 %T The future of employment: How susceptible are jobs to computerisation? %U https://doi.org/10.1016%2Fj.techfore.2016.08.019 %V 114 %X 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 occupations probability of computerisation, wages and educational attainment.

@article{frey2017future, abstract = {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 occupations probability of computerisation, wages and educational attainment. }, added-at = {2020-10-26T09:59:15.000+0100}, author = {Frey, Carl Benedikt and Osborne, Michael A.}, biburl = {https://www.bibsonomy.org/bibtex/20fc6e6325d9fa1263d0dff66c9a1a2d1/meneteqel}, doi = {10.1016/j.techfore.2016.08.019}, interhash = {b1bad20bac62eb702cca1127e25383d7}, intrahash = {0fc6e6325d9fa1263d0dff66c9a1a2d1}, journal = {Technological Forecasting and Social Change}, keywords = {artificial_intelligence employment occupational_choice skill_demand technological_change wage_inequality}, language = {eng}, month = jan, pages = {254--280}, publisher = {Elsevier {BV}}, timestamp = {2020-10-26T10:00:09.000+0100}, title = {The future of employment: How susceptible are jobs to computerisation?}, url = {https://doi.org/10.1016%2Fj.techfore.2016.08.019}, volume = 114, year = 2017 }