This statistic shows the influence of automation on workforce in the United States, as of 2017. Manager is the profession that is least susceptible to the influence of automation, with only percent of manager positions replaceable by automation.
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Morgan Stanley. (August 30, 2017). Workforce in the United States: probability of automation, as of 2017, by occupation [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved July 25, 2026, from /statistics/791711/us-impact-of-automation-on-workforce-probability/
Morgan Stanley. "Workforce in the United States: probability of automation, as of 2017, by occupation." Chart. August 30, 2017. ÌÇÐÄÆƽâ°æ. Accessed July 25, 2026. /statistics/791711/us-impact-of-automation-on-workforce-probability/
Morgan Stanley. (2017). Workforce in the United States: probability of automation, as of 2017, by occupation. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: July 25, 2026. /statistics/791711/us-impact-of-automation-on-workforce-probability/
Morgan Stanley. "Workforce in The United States: Probability of Automation, as of 2017, by Occupation." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 30 Aug 2017, /statistics/791711/us-impact-of-automation-on-workforce-probability/
Morgan Stanley, Workforce in the United States: probability of automation, as of 2017, by occupation ÌÇÐÄÆƽâ°æ, /statistics/791711/us-impact-of-automation-on-workforce-probability/ (last visited July 25, 2026)
Workforce in the United States: probability of automation, as of 2017, by occupation [Graph], Morgan Stanley, August 30, 2017. [Online]. Available: /statistics/791711/us-impact-of-automation-on-workforce-probability/
