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=== By country === The number of scientists is vastly different from country to country. For instance, there are only four full-time scientists per 10,000 workers in India, while this number is 79 for the United Kingdom, and 85 for the United States.<ref name = "Noorden2015">{{cite journal | last1 = van Noorden | first1 = Richard | year = 2015 | title = India by the numbers | journal = Nature | volume = 521 | issue = 7551| pages = 142β143 | doi = 10.1038/521142a | pmid = 25971491 | bibcode = 2015Natur.521..142V | doi-access = free }}</ref> {| class=wikitable |+ Scientists per 10,000 workers for selected countries<ref name = "Noorden2015"/> |- valign=top | * [[Nigeria]]: 1 * [[Indonesia]]: 1 * [[Malaysia]]: 2 * [[Thailand]]: 2 * [[Bangladesh]]: 2 * [[Pakistan]]: 3 | * [[India]]: 4 * [[Kenya]]: 6 * [[Chile]]: 7 * [[Brazil]]: 14 * [[Egypt]]: 14 | * [[United Arab Emirates]]: 15 * [[Saudi Arabia]]: 15 * [[China]]: 18 * [[South Africa]]: 20 * [[New Zealand]]: 35 | * [[Spain]]: 54 * [[Russia]]: 58 * [[France]]: 68 * [[Australia]]: 69 * [[Germany]]: 70 * [[Italy]]: 70 | * [[Canada]]: 73 * [[United Kingdom]]: 79 * [[Japan]]: 83 * [[United States]]: 85 * [[Israel]]: 140 |} ==== United States ==== According to the [[National Science Foundation]], 4.7 million people with science degrees worked in the [[United States]] in 2015, across all disciplines and employment sectors. The figure included twice as many men as women. Of that total, 17% worked in academia, that is, at universities and undergraduate institutions, and men held 53% of those positions. 5% of scientists worked for the federal government, and about 3.5% were self-employed. Of the latter two groups, two-thirds were men. 59% of scientists in the United States were employed in industry or business, and another 6% worked in non-profit positions.<ref>{{Cite journal|date=2017-02-22|title=Employment: Male majority|journal=Nature|language=en|volume=542|issue=7642|pages=509|doi=10.1038/nj7642-509b|s2cid=256770781 }}</ref>
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