Scientists and engineers as a share of all employees, 2011 (millions of workers)
|Total employees||Scientists and engineers (with bachelor’s or more)||Scientists and engineers’ share of total|
|Ratio, manufacturing to nonmanufacturing||2.4-to-1|
*Employees in nonmanufacturing industries include self-employed workers and members of the Armed Forces. Other industry classifications in this paper have excluded such workers.
Source: Author's analysis of Current Population Survey Outgoing Rotation Group microdata
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