| Characteristic | Operations research analysts | Web developers | Computer systems analysts* | Database administrators | Software developers, applications and systems software) | Computer support specialists | Computer programmers | Network and computer systems administrators | Computer hardware engineers |
|---|---|---|---|---|---|---|---|---|---|
| 2021 | 51% | 38.7% | 37.5% | 35% | 19.7% | 19.5% | 19.5% | 17.2% | 13.4% |
| 2020 | 42.9% | 27.8% | 35.6% | 28.8% | 19.4% | 25.9% | 21.1% | 19.8% | 18.4% |
| 2019 | 42.7% | 41.4% | 40.1% | 30.2% | 18.7% | 26.4% | 20.3% | 26.1% | 22.8% |
| 2018 | 49.1% | 32.5% | 37.5% | 37.9% | 19.3% | 28.1% | 21.2% | 21.2% | 18.9% |
| 2017 | 51.5% | 32.3% | 38.9% | 40.6% | 18.7% | 27.1% | 21.2% | 23.5% | 17.2% |
| 2016 | 55.4% | 33.6% | 35.7% | 46.2% | 20% | 25.5% | 22.6% | 17.1% | 24.7% |
| 2015 | 50.7% | 34.3% | 34.2% | 38% | 17.9% | 26.4% | 21% | 15.9% | 12.8% |
| 2014 | 55.4% | 35.2% | 34.2% | 28% | 19.8% | 26.6% | 21.4% | 19.1% | 15.3% |
| 2013 | 52% | 39.5% | 34.9% | 37.4% | 19.7% | 29% | 23% | 17.3% | 9.2% |
| 2009 | 47% | - | 27% | 35% | 20% | 27% | 20% | 22% | 9% |
| 2005 | 50% | - | 30% | 33% | 22% | 33% | 26% | 19% | 11% |
| 2000 | 51% | - | 34% | 43% | 24% | 35% | 26% | 23% | 22% |
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Source
Source
Release date
January 2022
More information
Region
United States
Survey time period
2000, 2005, 2009, 2013 to 2021
Age group
16 years and older
Supplementary notes
*Until 2013, the category was titled "Computer scientists and systems analysts"
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