Long-Term Occupational Projections (2020-2030)

Use this page to sort, search, filter, and export long term projections. To sort the data select the header of the column to sort. Data can be filtered by entering a specific state name, or occupational title. Use "Double Quotes" to search for an exact term. If the table below is empty when a particular state is entered, that state has not yet submitted projections. If a particular occupation does not show up this means there is no publicly available projection for that occupation in the area specified.

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Additional information and resources are available on each State's website, and the U.S. Bureau of Labor Statistics website. More information about occupational details can be found on the O*NET Online website.

About the Long Term Projections.

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Area Title Base Projected Change %Change Avg. Annl Openings
United States Computer and Information Research Scientists (SOC 2018) 33,000 40,200 7,200 21.8 3,200
United States Computer and Information Systems Managers 482,000 534,600 52,600 10.9 42,400
United States Computer Hardware Engineers 66,200 67,300 1,100 1.7 4,500
United States Computer Network Architects (SOC 2018) 165,200 174,200 9,000 5.4 11,000
United States Computer Network Support Specialists (SOC 2018) 189,800 204,000 14,200 7.5 15,500
United States Computer Numerically Controlled Tool Operators 158,400 154,500 -3,900 -2.5 16,500
United States Computer Numerically Controlled Tool Programmers 27,100 34,500 7,400 27.3 4,100
United States Computer Occupations, All Other (SOC 2018) 442,200 483,000 40,800 9.2 37,500
United States Computer Programmers (SOC 2018) 185,700 167,300 -18,400 -9.9 9,700
United States Computer Science Teachers, Postsecondary 37,800 40,400 2,600 6.9 3,800
United States Computer Systems Analysts (SOC 2018) 607,800 650,600 42,800 7 47,500
United States Computer User Support Specialists (SOC 2018) 654,800 712,800 58,000 8.9 54,800
United States Computer, Automated Teller, and Office Machine Repairers 102,400 100,200 -2,200 -2.1 10,500
United States Electronics Engineers, Except Computer 125,200 132,900 7,700 6.2 9,000
United States Network and Computer Systems Administrators (SOC 2018) 350,300 369,100 18,800 5.4 24,900
United States Office Machine Operators, Except Computer 41,700 36,100 -5,600 -13.4 3,800
Alabama Computer and Information Research Scientists (SOC 2018) 400 480 80 20 40
Alabama Computer and Information Systems Managers 4,190 4,610 420 10 360
Alabama Computer Hardware Engineers 1,150 1,140 -10 -0.9 80
Alabama Computer Network Architects (SOC 2018) 1,890 1,980 90 4.8 130
Alabama Computer Network Support Specialists (SOC 2018) 1,250 1,350 100 8 100
Alabama Computer Numerically Controlled Tool Operators 2,760 2,840 80 2.9 310
Alabama Computer Numerically Controlled Tool Programmers 390 510 120 30.8 60
Alabama Computer Occupations, All Other (SOC 2018) 2,690 3,020 330 12.3 240
Alabama Computer Programmers (SOC 2018) 4,070 3,570 -500 -12.3 200
Alabama Computer Science Teachers, Postsecondary 500 530 30 6 50
Alabama Computer Systems Analysts (SOC 2018) 5,170 5,440 270 5.2 390
Alabama Computer User Support Specialists (SOC 2018) 6,870 7,440 570 8.3 570
Alabama Computer, Automated Teller, and Office Machine Repairers 1,870 1,850 -20 -1.1 200
Alabama Electronics Engineers, Except Computer 1,550 1,650 100 6.5 110
Alabama Network and Computer Systems Administrators (SOC 2018) 4,530 4,740 210 4.6 320
Alabama Office Machine Operators, Except Computer 240 200 -40 -16.7 20
Alaska Computer and Information Research Scientists (SOC 2018) 30 30 0 0 0
Alaska Computer and Information Systems Managers 920 970 50 5.4 70
Alaska Computer Hardware Engineers 50 60 10 20 0
Alaska Computer Network Architects (SOC 2018) 50 60 10 20 10
Alaska Computer Network Support Specialists (SOC 2018) 340 360 20 5.9 30
Alaska Computer Occupations, All Other (SOC 2018) 460 490 30 6.5 40
Alaska Computer Programmers (SOC 2018) 550 570 20 3.6 40
Alaska Computer Science Teachers, Postsecondary 50 60 10 20 10
Alaska Computer Systems Analysts (SOC 2018) 560 610 50 8.9 50
Alaska Computer User Support Specialists (SOC 2018) 950 1,010 60 6.3 80
Alaska Computer, Automated Teller, and Office Machine Repairers 120 130 10 8.3 20
Alaska Electronics Engineers, Except Computer 50 50 0 0 0
Alaska Network and Computer Systems Administrators (SOC 2018) 720 780 60 8.3 50
Alaska Office Machine Operators, Except Computer 40 40 0 0 0
Arizona Computer and Information Research Scientists (SOC 2018) 250 290 40 16 20
Arizona Computer and Information Systems Managers 10,220 12,660 2,440 23.9 1,080
Arizona Computer Hardware Engineers 2,100 2,360 260 12.4 170
Arizona Computer Network Architects (SOC 2018) 3,940 4,900 960 24.4 360
Arizona Computer Network Support Specialists (SOC 2018) 4,120 5,130 1,010 24.5 430
Arizona Computer Numerically Controlled Tool Operators 1,660 1,910 250 15.1 220
Arizona Computer Numerically Controlled Tool Programmers 330 490 160 48.5 60
Arizona Computer Occupations, All Other (SOC 2018) 6,920 8,320 1,400 20.2 690
Arizona Computer Programmers (SOC 2018) 2,430 2,410 -20 -0.8 160
Arizona Computer Science Teachers, Postsecondary 850 980 130 15.3 100
Arizona Computer Systems Analysts (SOC 2018) 12,070 14,680 2,610 21.6 1,180
Arizona Computer User Support Specialists (SOC 2018) 19,460 24,010 4,550 23.4 2,010
Arizona Computer, Automated Teller, and Office Machine Repairers 1,800 1,900 100 5.6 210
Arizona Electronics Engineers, Except Computer 3,780 4,550 770 20.4 340
Arizona Network and Computer Systems Administrators (SOC 2018) 7,030 8,490 1,460 20.8 640
Arizona Office Machine Operators, Except Computer 870 850 -20 -2.3 90
Arkansas Computer and Information Research Scientists (SOC 2018) 70 80 10 14.3 10
Arkansas Computer and Information Systems Managers 2,650 3,010 360 13.6 240
Arkansas Computer Hardware Engineers 240 240 0 0 20
Arkansas Computer Network Architects (SOC 2018) 850 910 60 7.1 60
Arkansas Computer Network Support Specialists (SOC 2018) 1,270 1,370 100 7.9 110
Arkansas Computer Numerically Controlled Tool Operators 2,010 1,990 -20 -1 220
Arkansas Computer Numerically Controlled Tool Programmers 260 330 70 26.9 40
Arkansas Computer Occupations, All Other (SOC 2018) 930 1,020 90 9.7 80
Arkansas Computer Programmers (SOC 2018) 1,590 1,500 -90 -5.7 90
Arkansas Computer Science Teachers, Postsecondary 380 410 30 7.9 40
Arkansas Computer Systems Analysts (SOC 2018) 2,850 3,160 310 10.9 240
Arkansas Computer User Support Specialists (SOC 2018) 3,860 4,220 360 9.3 330
Arkansas Computer, Automated Teller, and Office Machine Repairers 740 730 -10 -1.4 80
Arkansas Electronics Engineers, Except Computer 310 340 30 9.7 20
Arkansas Network and Computer Systems Administrators (SOC 2018) 2,090 2,190 100 4.8 150
California Computer and Information Research Scientists (SOC 2018) 8,500 12,000 3,500 41.2 1,050
California Computer and Information Systems Managers 94,700 117,200 22,500 23.8 10,000
California Computer Hardware Engineers 19,900 22,900 3,000 15.1 1,710
California Computer Network Architects (SOC 2018) 21,500 24,900 3,400 15.8 1,720
California Computer Network Support Specialists (SOC 2018) 13,700 15,500 1,800 13.1 1,230
California Computer Numerically Controlled Tool Operators 15,100 14,700 -400 -2.6 1,560
California Computer Numerically Controlled Tool Programmers 3,100 3,900 800 25.8 460
California Computer Occupations, All Other (SOC 2018) 107,900 128,100 20,200 18.7 10,550
California Computer Programmers (SOC 2018) 24,400 23,700 -700 -2.9 1,510
California Computer Science Teachers, Postsecondary 1,900 2,100 200 10.5 200
California Computer Systems Analysts (SOC 2018) 59,600 67,500 7,900 13.3 5,150
California Computer User Support Specialists (SOC 2018) 66,600 76,100 9,500 14.3 6,070
California Computer, Automated Teller, and Office Machine Repairers 10,100 10,300 200 2 1,100
California Electronics Engineers, Except Computer 22,500 24,800 2,300 10.2 1,740
California Network and Computer Systems Administrators (SOC 2018) 29,100 33,000 3,900 13.4 2,370
California Office Machine Operators, Except Computer 2,600 2,300 -300 -11.5 250
Colorado Computer and Information Research Scientists (SOC 2018) 410 490 80 19.5 40
Colorado Computer and Information Systems Managers 8,330 10,860 2,530 30.4 890
Colorado Computer Hardware Engineers 4,960 6,550 1,590 32.1 540
Colorado Computer Network Architects (SOC 2018) 7,150 8,870 1,720 24.1 620
Colorado Computer Network Support Specialists (SOC 2018) 4,590 5,610 1,020 22.2 450
Colorado Computer Numerically Controlled Tool Operators 1,030 1,080 50 4.9 100
Colorado Computer Numerically Controlled Tool Programmers 270 300 30 11.1 30
Colorado Computer Occupations, All Other (SOC 2018) 15,140 18,510 3,370 22.3 1,470
Colorado Computer Programmers (SOC 2018) 2,710 3,340 630 23.2 250
Colorado Computer Science Teachers, Postsecondary 540 640 100 18.5 50
Colorado Computer Systems Analysts (SOC 2018) 9,930 11,990 2,060 20.7 900
Colorado Computer User Support Specialists (SOC 2018) 15,590 18,970 3,380 21.7 1,500
Colorado Computer, Automated Teller, and Office Machine Repairers 1,570 1,800 230 14.6 190
Colorado Electronics Engineers, Except Computer 6,540 7,890 1,350 20.6 560
Colorado Network and Computer Systems Administrators (SOC 2018) 12,980 15,830 2,850 22 1,120
Colorado Office Machine Operators, Except Computer 800 770 -30 -3.8 80
Connecticut Computer and Information Systems Managers 9,820 10,900 1,080 11 870
Connecticut Computer Hardware Engineers 850 930 80 9.4 70
Connecticut Computer Network Architects (SOC 2018) 1,500 1,650 150 10 110
Connecticut Computer Numerically Controlled Tool Operators 2,250 2,300 50 2.2 250
Connecticut Computer Numerically Controlled Tool Programmers 580 790 210 36.2 90
Connecticut Computer Occupations, All Other (SOC 2018) 1,430 1,540 110 7.7 120
Connecticut Computer Programmers (SOC 2018) 2,300 2,130 -170 -7.4 130
Connecticut Computer Science Teachers, Postsecondary 430 450 20 4.7 40
Connecticut Computer Systems Analysts (SOC 2018) 7,250 7,840 590 8.1 580
Connecticut Computer User Support Specialists (SOC 2018) 9,090 10,180 1,090 12 800
Connecticut Computer, Automated Teller, and Office Machine Repairers 1,020 1,100 80 7.8 120
Connecticut Electronics Engineers, Except Computer 2,190 2,770 580 26.5 220
Connecticut Network and Computer Systems Administrators (SOC 2018) 2,400 2,560 160 6.7 170
Connecticut Office Machine Operators, Except Computer 320 300 -20 -6.3 30
Delaware Computer and Information Systems Managers 1,690 1,830 140 8.3 140
Delaware Computer Network Architects (SOC 2018) 580 580 0 0 30
Delaware Computer Network Support Specialists (SOC 2018) 450 470 20 4.4 40
Delaware Computer Numerically Controlled Tool Operators 110 110 0 0 10
Delaware Computer Numerically Controlled Tool Programmers 20 30 10 50 0
Delaware Computer Programmers (SOC 2018) 770 670 -100 -13 40
Delaware Computer Science Teachers, Postsecondary 150 150 0 0 10
Delaware Computer Systems Analysts (SOC 2018) 2,340 2,410 70 3 170
Delaware Computer User Support Specialists (SOC 2018) 1,680 1,790 110 6.5 140
Delaware Computer, Automated Teller, and Office Machine Repairers 280 270 -10 -3.6 30
Delaware Network and Computer Systems Administrators (SOC 2018) 1,110 1,130 20 1.8 70
Delaware Office Machine Operators, Except Computer 340 290 -50 -14.7 30
District of Columbia Computer and Information Research Scientists (SOC 2018) 600 690 90 15 50
District of Columbia Computer and Information Systems Managers 4,760 4,910 150 3.2 370
District of Columbia Computer Hardware Engineers 520 480 -40 -7.7 30
District of Columbia Computer Network Architects (SOC 2018) 1,420 1,500 80 5.6 90
District of Columbia Computer Network Support Specialists (SOC 2018) 330 350 20 6.1 30
District of Columbia Computer Occupations, All Other (SOC 2018) 22,010 24,460 2,450 11.1 1,920
District of Columbia Computer Programmers (SOC 2018) 440 380 -60 -13.6 20
District of Columbia Computer Science Teachers, Postsecondary 220 240 20 9.1 20
District of Columbia Computer Systems Analysts (SOC 2018) 2,900 3,050 150 5.2 220
District of Columbia Computer User Support Specialists (SOC 2018) 3,600 3,980 380 10.6 310
District of Columbia Computer, Automated Teller, and Office Machine Repairers 70 80 10 14.3 10
District of Columbia Electronics Engineers, Except Computer 670 660 -10 -1.5 40
District of Columbia Network and Computer Systems Administrators (SOC 2018) 1,670 1,760 90 5.4 120
District of Columbia Office Machine Operators, Except Computer 340 330 -10 -2.9 40
Florida Computer and Information Research Scientists (SOC 2018) 1,260 1,710 450 35.7 150
Florida Computer and Information Systems Managers 20,980 26,720 5,740 27.4 2,320
Florida Computer Hardware Engineers 4,070 4,810 740 18.2 370
Florida Computer Network Architects (SOC 2018) 7,830 9,770 1,940 24.8 720
Florida Computer Network Support Specialists (SOC 2018) 9,140 10,970 1,830 20 900
Florida Computer Numerically Controlled Tool Operators 4,160 4,380 220 5.3 480
Florida Computer Numerically Controlled Tool Programmers 650 860 210 32.3 100
Florida Computer Occupations, All Other (SOC 2018) 12,850 14,770 1,920 14.9 1,190
Florida Computer Programmers (SOC 2018) 8,580 9,110 530 6.2 630
Florida Computer Science Teachers, Postsecondary 1,070 1,210 140 13.1 120
Florida Computer Systems Analysts (SOC 2018) 30,660 37,520 6,860 22.4 3,030
Florida Computer User Support Specialists (SOC 2018) 43,460 54,860 11,400 26.2 4,670
Florida Computer, Automated Teller, and Office Machine Repairers 4,840 5,300 460 9.5 590
Florida Electronics Engineers, Except Computer 5,860 6,960 1,100 18.8 520
Florida Network and Computer Systems Administrators (SOC 2018) 18,080 21,710 3,630 20.1 1,640
Florida Office Machine Operators, Except Computer 1,740 1,720 -20 -1.1 190
Georgia Computer and Information Research Scientists (SOC 2018) 750 880 130 17.3 70
Georgia Computer and Information Systems Managers 14,320 16,300 1,980 13.8 1,320
Georgia Computer Hardware Engineers 1,760 1,920 160 9.1 140
Georgia Computer Network Architects (SOC 2018) 6,000 6,210 210 3.5 380
Georgia Computer Network Support Specialists (SOC 2018) 5,610 5,870 260 4.6 440
Georgia Computer Numerically Controlled Tool Operators 1,990 2,210 220 11.1 250
Georgia Computer Numerically Controlled Tool Programmers 310 430 120 38.7 50
Georgia Computer Occupations, All Other (SOC 2018) 20,560 23,040 2,480 12.1 1,820
Georgia Computer Programmers (SOC 2018) 4,020 3,680 -340 -8.5 220
Georgia Computer Science Teachers, Postsecondary 440 470 30 6.8 40
Georgia Computer Systems Analysts (SOC 2018) 17,210 18,920 1,710 9.9 1,410
Georgia Computer User Support Specialists (SOC 2018) 19,960 22,120 2,160 10.8 1,720
Georgia Computer, Automated Teller, and Office Machine Repairers 3,330 3,710 380 11.4 410
Georgia Electronics Engineers, Except Computer 4,250 4,480 230 5.4 300
Georgia Network and Computer Systems Administrators (SOC 2018) 8,100 8,630 530 6.5 590
Georgia Office Machine Operators, Except Computer 630 600 -30 -4.8 70
Guam Computer and Information Systems Managers 60 70 10 16.7 10
Guam Computer Network Support Specialists (SOC 2018) 80 100 20 25 10
Guam Computer Occupations, All Other (SOC 2018) 120 200 80 66.7 20
Guam Computer Systems Analysts (SOC 2018) 60 70 10 16.7 10
Guam Computer User Support Specialists (SOC 2018) 190 250 60 31.6 20
Guam Network and Computer Systems Administrators (SOC 2018) 90 100 10 11.1 10
Hawaii Computer and Information Research Scientists (SOC 2018) 110 130 20 18.2 10
Hawaii Computer and Information Systems Managers 1,090 1,250 160 14.7 100
Hawaii Computer Hardware Engineers 100 100 0 0 10
Hawaii Computer Network Architects (SOC 2018) 390 400 10 2.6 20
Hawaii Computer Network Support Specialists (SOC 2018) 710 800 90 12.7 60
Hawaii Computer Occupations, All Other (SOC 2018) 2,410 2,720 310 12.9 220
Hawaii Computer Programmers (SOC 2018) 490 440 -50 -10.2 30
Hawaii Computer Science Teachers, Postsecondary 110 120 10 9.1 10
Hawaii Computer Systems Analysts (SOC 2018) 1,860 1,950 90 4.8 140
Hawaii Computer User Support Specialists (SOC 2018) 1,330 1,440 110 8.3 110
Hawaii Computer, Automated Teller, and Office Machine Repairers 390 420 30 7.7 50
Hawaii Electronics Engineers, Except Computer 500 500 0 0 30
Hawaii Network and Computer Systems Administrators (SOC 2018) 1,260 1,370 110 8.7 100
Hawaii Office Machine Operators, Except Computer 110 90 -20 -18.2 10
Idaho Computer and Information Research Scientists (SOC 2018) 180 200 20 11.1 20
Idaho Computer and Information Systems Managers 1,570 1,780 210 13.4 130
Idaho Computer Hardware Engineers 340 400 60 17.6 30
Idaho Computer Network Architects (SOC 2018) 660 680 20 3 40
Idaho Computer Network Support Specialists (SOC 2018) 500 560 60 12 40
Idaho Computer Numerically Controlled Tool Operators 440 530 90 20.5 50
Idaho Computer Numerically Controlled Tool Programmers 110 150 40 36.4 20
Idaho Computer Occupations, All Other (SOC 2018) 1,030 1,050 20 1.9 70
Idaho Computer Programmers (SOC 2018) 650 720 70 10.8 50
Idaho Computer Science Teachers, Postsecondary 90 100 10 11.1 10
Idaho Computer Systems Analysts (SOC 2018) 1,690 1,890 200 11.8 130
Idaho Computer User Support Specialists (SOC 2018) 3,600 4,040 440 12.2 300
Idaho Computer, Automated Teller, and Office Machine Repairers 640 740 100 15.6 80
Idaho Electronics Engineers, Except Computer 2,060 2,500 440 21.4 180
Idaho Network and Computer Systems Administrators (SOC 2018) 1,540 1,730 190 12.3 110
Idaho Office Machine Operators, Except Computer 220 270 50 22.7 30
Illinois Computer and Information Research Scientists (SOC 2018) 380 460 80 21.1 40
Illinois Computer and Information Systems Managers 21,760 23,500 1,740 8 1,830
Illinois Computer Hardware Engineers 850 790 -60 -7.1 50
Illinois Computer Network Architects (SOC 2018) 6,070 6,040 -30 -0.5 360
Illinois Computer Network Support Specialists (SOC 2018) 13,080 13,530 450 3.4 1,000
Illinois Computer Numerically Controlled Tool Operators 8,030 7,930 -100 -1.2 850
Illinois Computer Numerically Controlled Tool Programmers 1,150 1,480 330 28.7 180
Illinois Computer Occupations, All Other (SOC 2018) 11,740 12,440 700 6 940
Illinois Computer Programmers (SOC 2018) 7,130 6,160 -970 -13.6 340
Illinois Computer Science Teachers, Postsecondary 1,230 1,270 40 3.3 120
Illinois Computer Systems Analysts (SOC 2018) 31,030 32,330 1,300 4.2 2,310
Illinois Computer User Support Specialists (SOC 2018) 19,930 20,740 810 4.1 1,540
Illinois Computer, Automated Teller, and Office Machine Repairers 4,530 4,580 50 1.1 490
Illinois Electronics Engineers, Except Computer 2,530 2,500 -30 -1.2 160
Illinois Network and Computer Systems Administrators (SOC 2018) 11,810 12,180 370 3.1 800
Illinois Office Machine Operators, Except Computer 1,560 1,400 -160 -10.3 150
Indiana Computer and Information Research Scientists (SOC 2018) 150 180 30 20 10
Indiana Computer and Information Systems Managers 5,290 5,880 590 11.2 470
Indiana Computer Hardware Engineers 550 560 10 1.8 40
Indiana Computer Network Architects (SOC 2018) 3,240 3,520 280 8.6 230
Indiana Computer Network Support Specialists (SOC 2018) 2,230 2,450 220 9.9 190
Indiana Computer Numerically Controlled Tool Operators 4,800 4,740 -60 -1.3 510
Indiana Computer Numerically Controlled Tool Programmers 640 820 180 28.1 100
Indiana Computer Occupations, All Other (SOC 2018) 4,250 4,630 380 8.9 360
Indiana Computer Programmers (SOC 2018) 3,530 3,200 -330 -9.3 190
Indiana Computer Science Teachers, Postsecondary 920 980 60 6.5 90
Indiana Computer Systems Analysts (SOC 2018) 9,760 10,820 1,060 10.9 810
Indiana Computer User Support Specialists (SOC 2018) 11,180 12,420 1,240 11.1 970
Indiana Computer, Automated Teller, and Office Machine Repairers 1,830 1,770 -60 -3.3 190
Indiana Electronics Engineers, Except Computer 2,590 2,700 110 4.2 180
Indiana Network and Computer Systems Administrators (SOC 2018) 6,450 6,850 400 6.2 470
Indiana Office Machine Operators, Except Computer 510 430 -80 -15.7 40
Iowa Computer and Information Research Scientists (SOC 2018) 60 80 20 33.3 10
Iowa Computer and Information Systems Managers 3,980 4,690 710 17.8 390
Iowa Computer Hardware Engineers 270 300 30 11.1 20
Iowa Computer Network Architects (SOC 2018) 1,540 1,800 260 16.9 130
Iowa Computer Network Support Specialists (SOC 2018) 2,170 2,530 360 16.6 200
Iowa Computer Numerically Controlled Tool Operators 2,830 2,900 70 2.5 320
Iowa Computer Numerically Controlled Tool Programmers 390 530 140 35.9 60
Iowa Computer Occupations, All Other (SOC 2018) 2,540 2,940 400 15.7 240
Iowa Computer Programmers (SOC 2018) 2,910 2,990 80 2.7 200
Iowa Computer Science Teachers, Postsecondary 520 570 50 9.6 50
Iowa Computer Systems Analysts (SOC 2018) 7,090 7,980 890 12.6 610
Iowa Computer User Support Specialists (SOC 2018) 5,260 6,030 770 14.6 480
Iowa Computer, Automated Teller, and Office Machine Repairers 1,210 1,320 110 9.1 150
Iowa Electronics Engineers, Except Computer 410 490 80 19.5 40
Iowa Network and Computer Systems Administrators (SOC 2018) 3,180 3,540 360 11.3 250
Iowa Office Machine Operators, Except Computer 480 460 -20 -4.2 50
Kansas Computer and Information Research Scientists (SOC 2018) 130 160 30 23.1 10
Kansas Computer and Information Systems Managers 3,700 4,240 540 14.6 340
Kansas Computer Hardware Engineers 260 270 10 3.8 20
Kansas Computer Network Architects (SOC 2018) 2,250 2,430 180 8 160
Kansas Computer Network Support Specialists (SOC 2018) 770 880 110 14.3 70
Kansas Computer Numerically Controlled Tool Operators 1,870 1,930 60 3.2 210
Kansas Computer Numerically Controlled Tool Programmers 720 970 250 34.7 120
Kansas Computer Occupations, All Other (SOC 2018) 1,760 1,980 220 12.5 160
Kansas Computer Programmers (SOC 2018) 1,050 970 -80 -7.6 60
Kansas Computer Science Teachers, Postsecondary 220 230 10 4.5 20
Kansas Computer Systems Analysts (SOC 2018) 4,860 5,410 550 11.3 410
Kansas Computer User Support Specialists (SOC 2018) 7,470 8,220 750 10 640
Kansas Computer, Automated Teller, and Office Machine Repairers 1,210 1,100 -110 -9.1 110
Kansas Electronics Engineers, Except Computer 1,450 1,610 160 11 110
Kansas Network and Computer Systems Administrators (SOC 2018) 4,560 4,840 280 6.1 330
Kansas Office Machine Operators, Except Computer 370 320 -50 -13.5 30
Kentucky Computer and Information Research Scientists (SOC 2018) 160 190 30 18.8 20
Kentucky Computer and Information Systems Managers 2,520 2,750 230 9.1 220
Kentucky Computer Hardware Engineers 230 240 10 4.3 20
Kentucky Computer Network Architects (SOC 2018) 1,100 1,180 80 7.3 80
Kentucky Computer Network Support Specialists (SOC 2018) 2,470 2,680 210 8.5 200
Kentucky Computer Numerically Controlled Tool Operators 1,470 1,580 110 7.5 180
Kentucky Computer Numerically Controlled Tool Programmers 340 460 120 35.3 60
Kentucky Computer Occupations, All Other (SOC 2018) 2,720 3,000 280 10.3 230
Kentucky Computer Programmers (SOC 2018) 1,470 1,310 -160 -10.9 80
Kentucky Computer Science Teachers, Postsecondary 250 260 10 4 20
Kentucky Computer Systems Analysts (SOC 2018) 3,950 4,150 200 5.1 300
Kentucky Computer User Support Specialists (SOC 2018) 6,480 7,030 550 8.5 540
Kentucky Computer, Automated Teller, and Office Machine Repairers 1,640 1,620 -20 -1.2 170
Kentucky Electronics Engineers, Except Computer 450 510 60 13.3 40
Kentucky Network and Computer Systems Administrators (SOC 2018) 3,100 3,210 110 3.5 210
Louisiana Computer and Information Research Scientists (SOC 2018) 90 90 0 0 10
Louisiana Computer and Information Systems Managers 1,900 2,050 150 7.9 160
Louisiana Computer Hardware Engineers 150 150 0 0 10
Louisiana Computer Network Architects (SOC 2018) 420 450 30 7.1 30
Louisiana Computer Network Support Specialists (SOC 2018) 1,210 1,320 110 9.1 100
Louisiana Computer Numerically Controlled Tool Operators 370 410 40 10.8 50
Louisiana Computer Numerically Controlled Tool Programmers 190 250 60 31.6 30
Louisiana Computer Occupations, All Other (SOC 2018) 4,490 4,750 260 5.8 360
Louisiana Computer Programmers (SOC 2018) 1,950 1,790 -160 -8.2 110
Louisiana Computer Science Teachers, Postsecondary 160 170 10 6.3 20
Louisiana Computer Systems Analysts (SOC 2018) 2,190 2,180 -10 -0.5 150
Louisiana Computer User Support Specialists (SOC 2018) 3,400 3,700 300 8.8 290
Louisiana Computer, Automated Teller, and Office Machine Repairers 1,060 1,140 80 7.5 130
Louisiana Electronics Engineers, Except Computer 680 820 140 20.6 60
Louisiana Network and Computer Systems Administrators (SOC 2018) 2,030 2,140 110 5.4 150
Louisiana Office Machine Operators, Except Computer 180 150 -30 -16.7 20
Maine Computer and Information Systems Managers 1,370 1,400 30 2.2 100
Maine Computer Hardware Engineers 20 20 0 0 0
Maine Computer Network Architects (SOC 2018) 710 700 -10 -1.4 40
Maine Computer Network Support Specialists (SOC 2018) 620 620 0 0 50
Maine Computer Numerically Controlled Tool Operators 880 850 -30 -3.4 90
Maine Computer Numerically Controlled Tool Programmers 80 90 10 12.5 10
Maine Computer Occupations, All Other (SOC 2018) 850 880 30 3.5 70
Maine Computer Programmers (SOC 2018) 600 500 -100 -16.7 30
Maine Computer Science Teachers, Postsecondary 130 130 0 0 10
Maine Computer Systems Analysts (SOC 2018) 2,310 2,300 -10 -0.4 160
Maine Computer User Support Specialists (SOC 2018) 2,210 2,220 10 0.5 160
Maine Computer, Automated Teller, and Office Machine Repairers 490 480 -10 -2 50
Maine Electronics Engineers, Except Computer 230 240 10 4.3 20
Maine Network and Computer Systems Administrators (SOC 2018) 1,040 1,020 -20 -1.9 60
Maine Office Machine Operators, Except Computer 180 150 -30 -16.7 20
Maryland Computer and Information Research Scientists (SOC 2018) 2,810 3,290 480 17.1 260
Maryland Computer and Information Systems Managers 13,770 15,400 1,630 11.8 1,230
Maryland Computer Hardware Engineers 3,550 3,500 -50 -1.4 230
Maryland Computer Network Architects (SOC 2018) 8,030 8,850 820 10.2 580
Maryland Computer Network Support Specialists (SOC 2018) 8,010 8,910 900 11.2 700
Maryland Computer Numerically Controlled Tool Operators 1,460 1,580 120 8.2 180
Maryland Computer Numerically Controlled Tool Programmers 230 310 80 34.8 40
Maryland Computer Occupations, All Other (SOC 2018) 18,120 20,560 2,440 13.5 1,640
Maryland Computer Programmers (SOC 2018) 7,000 6,400 -600 -8.6 380
Maryland Computer Science Teachers, Postsecondary 770 880 110 14.3 90
Maryland Computer Systems Analysts (SOC 2018) 18,870 21,060 2,190 11.6 1,590
Maryland Computer User Support Specialists (SOC 2018) 13,650 15,500 1,850 13.6 1,230
Maryland Computer, Automated Teller, and Office Machine Repairers 2,750 2,840 90 3.3 310
Maryland Electronics Engineers, Except Computer 4,350 4,440 90 2.1 290
Maryland Network and Computer Systems Administrators (SOC 2018) 15,300 16,810 1,510 9.9 1,180
Maryland Office Machine Operators, Except Computer 890 840 -50 -5.6 90
Massachusetts Computer and Information Systems Managers 21,950 27,760 5,810 26.5 2,400
Massachusetts Computer Hardware Engineers 2,640 3,150 510 19.3 240
Massachusetts Computer Network Architects (SOC 2018) 6,020 7,170 1,150 19.1 510
Massachusetts Computer Network Support Specialists (SOC 2018) 3,550 4,180 630 17.7 340
Massachusetts Computer Numerically Controlled Tool Operators 2,840 2,990 150 5.3 330
Massachusetts Computer Numerically Controlled Tool Programmers 380 510 130 34.2 60
Massachusetts Computer Occupations, All Other (SOC 2018) 8,360 10,090 1,730 20.7 840
Massachusetts Computer Science Teachers, Postsecondary 850 930 80 9.4 90
Massachusetts Computer Systems Analysts (SOC 2018) 14,110 17,260 3,150 22.3 1,390
Massachusetts Computer User Support Specialists (SOC 2018) 16,560 20,420 3,860 23.3 1,710
Massachusetts Computer, Automated Teller, and Office Machine Repairers 2,880 3,500 620 21.5 400
Massachusetts Electronics Engineers, Except Computer 1,920 2,220 300 15.6 160
Massachusetts Network and Computer Systems Administrators (SOC 2018) 7,100 8,470 1,370 19.3 630
Massachusetts Office Machine Operators, Except Computer 460 430 -30 -6.5 50
Michigan Computer and Information Research Scientists (SOC 2018) 220 260 40 18.2 20
Michigan Computer and Information Systems Managers 11,090 11,930 840 7.6 930
Michigan Computer Network Architects (SOC 2018) 3,370 3,430 60 1.8 210
Michigan Computer Network Support Specialists (SOC 2018) 2,190 2,280 90 4.1 170
Michigan Computer Numerically Controlled Tool Operators 7,550 7,560 10 0.1 820
Michigan Computer Numerically Controlled Tool Programmers 2,120 2,820 700 33 340
Michigan Computer Occupations, All Other (SOC 2018) 8,910 9,540 630 7.1 730
Michigan Computer Programmers (SOC 2018) 3,650 3,180 -470 -12.9 180
Michigan Computer Science Teachers, Postsecondary 910 1,000 90 9.9 100
Michigan Computer Systems Analysts (SOC 2018) 15,300 15,680 380 2.5 1,100
Michigan Computer User Support Specialists (SOC 2018) 21,610 22,810 1,200 5.6 1,710
Michigan Computer, Automated Teller, and Office Machine Repairers 2,290 2,200 -90 -3.9 230
Michigan Electronics Engineers, Except Computer 4,020 4,360 340 8.5 300
Michigan Network and Computer Systems Administrators (SOC 2018) 6,420 6,610 190 3 440
Michigan Office Machine Operators, Except Computer 830 720 -110 -13.3 80
Minnesota Computer and Information Research Scientists (SOC 2018) 230 300 70 30.4 30
Minnesota Computer and Information Systems Managers 11,000 11,910 910 8.3 930
Minnesota Computer Hardware Engineers 560 560 0 0 40
Minnesota Computer Network Architects (SOC 2018) 2,700 2,770 70 2.6 170
Minnesota Computer Network Support Specialists (SOC 2018) 5,310 5,570 260 4.9 420
Minnesota Computer Numerically Controlled Tool Operators 5,180 5,060 -120 -2.3 540
Minnesota Computer Numerically Controlled Tool Programmers 1,260 1,580 320 25.4 190
Minnesota Computer Occupations, All Other (SOC 2018) 4,590 4,930 340 7.4 380
Minnesota Computer Programmers (SOC 2018) 3,990 3,430 -560 -14 190
Minnesota Computer Science Teachers, Postsecondary 510 520 10 2 50
Minnesota Computer Systems Analysts (SOC 2018) 18,860 19,910 1,050 5.6 1,440
Minnesota Computer User Support Specialists (SOC 2018) 12,470 13,130 660 5.3 980
Minnesota Computer, Automated Teller, and Office Machine Repairers 2,240 2,150 -90 -4 220
Minnesota Electronics Engineers, Except Computer 1,140 1,220 80 7 80
Minnesota Network and Computer Systems Administrators (SOC 2018) 6,420 6,620 200 3.1 440
Minnesota Office Machine Operators, Except Computer 910 780 -130 -14.3 80
Mississippi Computer and Information Research Scientists (SOC 2018) 340 340 0 0 20
Mississippi Computer and Information Systems Managers 1,140 1,250 110 9.6 100
Mississippi Computer Hardware Engineers 140 150 10 7.1 10
Mississippi Computer Network Architects (SOC 2018) 370 390 20 5.4 20
Mississippi Computer Network Support Specialists (SOC 2018) 1,130 1,190 60 5.3 90
Mississippi Computer Numerically Controlled Tool Operators 840 830 -10 -1.2 90
Mississippi Computer Numerically Controlled Tool Programmers 160 150 -10 -6.3 20
Mississippi Computer Occupations, All Other (SOC 2018) 1,150 1,150 0 0 80
Mississippi Computer Programmers (SOC 2018) 880 960 80 9.1 70
Mississippi Computer Science Teachers, Postsecondary 250 270 20 8 30
Mississippi Computer Systems Analysts (SOC 2018) 2,120 2,190 70 3.3 150
Mississippi Computer User Support Specialists (SOC 2018) 2,440 2,590 150 6.1 200
Mississippi Computer, Automated Teller, and Office Machine Repairers 760 780 20 2.6 80
Mississippi Electronics Engineers, Except Computer 490 490 0 0 30
Mississippi Network and Computer Systems Administrators (SOC 2018) 1,440 1,500 60 4.2 100
Mississippi Office Machine Operators, Except Computer 110 100 -10 -9.1 10
Missouri Computer and Information Research Scientists (SOC 2018) 280 390 110 39.3 30
Missouri Computer Network Architects (SOC 2018) 3,630 3,780 150 4.1 240
Missouri Computer Network Support Specialists (SOC 2018) 5,200 5,610 410 7.9 430
Missouri Computer Numerically Controlled Tool Operators 4,430 4,420 -10 -0.2 480
Missouri Computer Numerically Controlled Tool Programmers 530 670 140 26.4 80
Missouri Computer Occupations, All Other (SOC 2018) 6,880 7,520 640 9.3 580
Missouri Computer Programmers (SOC 2018) 3,520 3,140 -380 -10.8 180
Missouri Computer Science Teachers, Postsecondary 560 600 40 7.1 60
Missouri Computer Systems Analysts (SOC 2018) 11,100 12,090 990 8.9 900
Missouri Computer User Support Specialists (SOC 2018) 14,560 16,420 1,860 12.8 1,300
Missouri Computer, Automated Teller, and Office Machine Repairers 1,700 1,650 -50 -2.9 170
Missouri Electronics Engineers, Except Computer 1,670 1,810 140 8.4 130
Missouri Network and Computer Systems Administrators (SOC 2018) 7,310 7,720 410 5.6 520
Missouri Office Machine Operators, Except Computer 1,000 890 -110 -11 100
Montana Computer and Information Systems Managers 710 870 160 22.5 70
Montana Computer Hardware Engineers 620 790 170 27.4 60
Montana Computer Network Architects (SOC 2018) 310 360 50 16.1 30
Montana Computer Network Support Specialists (SOC 2018) 680 810 130 19.1 70
Montana Computer Numerically Controlled Tool Operators 300 340 40 13.3 40
Montana Computer Numerically Controlled Tool Programmers 30 50 20 66.7 10
Montana Computer Occupations, All Other (SOC 2018) 800 920 120 15 70
Montana Computer Programmers (SOC 2018) 1,100 1,230 130 11.8 90
Montana Computer Science Teachers, Postsecondary 60 60 0 0 10
Montana Computer Systems Analysts (SOC 2018) 610 650 40 6.6 50
Montana Computer User Support Specialists (SOC 2018) 1,840 2,150 310 16.8 180
Montana Computer, Automated Teller, and Office Machine Repairers 250 260 10 4 30
Montana Electronics Engineers, Except Computer 100 110 10 10 10
Montana Network and Computer Systems Administrators (SOC 2018) 1,030 1,150 120 11.7 90
Montana Office Machine Operators, Except Computer 90 80 -10 -11.1 10
Nebraska Computer and Information Research Scientists (SOC 2018) 60 60 0 0 10
Nebraska Computer and Information Systems Managers 3,660 4,110 450 12.3 330
Nebraska Computer Hardware Engineers 140 150 10 7.1 10
Nebraska Computer Network Architects (SOC 2018) 1,130 1,240 110 9.7 80
Nebraska Computer Network Support Specialists (SOC 2018) 2,090 2,300 210 10 180
Nebraska Computer Numerically Controlled Tool Operators 1,320 1,360 40 3 150
Nebraska Computer Numerically Controlled Tool Programmers 180 230 50 27.8 30
Nebraska Computer Occupations, All Other (SOC 2018) 4,390 4,870 480 10.9 380
Nebraska Computer Programmers (SOC 2018) 1,730 1,570 -160 -9.2 90
Nebraska Computer Science Teachers, Postsecondary 270 290 20 7.4 30
Nebraska Computer Systems Analysts (SOC 2018) 4,440 4,790 350 7.9 350
Nebraska Computer User Support Specialists (SOC 2018) 3,740 4,070 330 8.8 310
Nebraska Computer, Automated Teller, and Office Machine Repairers 420 440 20 4.8 50
Nebraska Electronics Engineers, Except Computer 240 270 30 12.5 20
Nebraska Network and Computer Systems Administrators (SOC 2018) 2,300 2,500 200 8.7 170
Nebraska Office Machine Operators, Except Computer 270 240 -30 -11.1 20
Nevada Computer and Information Systems Managers 1,950 2,420 470 24.1 210
Nevada Computer Network Architects (SOC 2018) 550 640 90 16.4 40
Nevada Computer Network Support Specialists (SOC 2018) 1,430 1,870 440 30.8 160
Nevada Computer Numerically Controlled Tool Operators 470 470 0 0 50
Nevada Computer Occupations, All Other (SOC 2018) 2,210 2,650 440 19.9 220
Nevada Computer Programmers (SOC 2018) 1,040 1,060 20 1.9 70
Nevada Computer Systems Analysts (SOC 2018) 1,820 2,130 310 17 170
Nevada Computer User Support Specialists (SOC 2018) 5,820 7,050 1,230 21.1 580
Nevada Computer, Automated Teller, and Office Machine Repairers 1,250 1,310 60 4.8 140
Nevada Electronics Engineers, Except Computer 640 760 120 18.8 60
Nevada Network and Computer Systems Administrators (SOC 2018) 1,330 1,560 230 17.3 120
Nevada Office Machine Operators, Except Computer 300 340 40 13.3 40
New Hampshire Computer and Information Research Scientists (SOC 2018) 60 80 20 33.3 10
New Hampshire Computer and Information Systems Managers 3,040 3,400 360 11.8 270
New Hampshire Computer Hardware Engineers 190 200 10 5.3 10
New Hampshire Computer Network Architects (SOC 2018) 460 510 50 10.9 30
New Hampshire Computer Network Support Specialists (SOC 2018) 730 810 80 11 60
New Hampshire Computer Numerically Controlled Tool Operators 2,860 2,780 -80 -2.8 300
New Hampshire Computer Numerically Controlled Tool Programmers 280 360 80 28.6 40
New Hampshire Computer Occupations, All Other (SOC 2018) 1,350 1,510 160 11.9 120
New Hampshire Computer Programmers (SOC 2018) 1,260 1,150 -110 -8.7 70
New Hampshire Computer Science Teachers, Postsecondary 130 140 10 7.7 10
New Hampshire Computer Systems Analysts (SOC 2018) 2,940 3,210 270 9.2 240
New Hampshire Computer User Support Specialists (SOC 2018) 2,960 3,210 250 8.4 250
New Hampshire Computer, Automated Teller, and Office Machine Repairers 650 640 -10 -1.5 70
New Hampshire Electronics Engineers, Except Computer 380 430 50 13.2 30
New Hampshire Network and Computer Systems Administrators (SOC 2018) 2,300 2,430 130 5.7 170
New Hampshire Office Machine Operators, Except Computer 430 380 -50 -11.6 40
New Jersey Computer and Information Research Scientists (SOC 2018) 1,240 1,430 190 15.3 110
New Jersey Computer and Information Systems Managers 17,540 19,190 1,650 9.4 1,510
New Jersey Computer Hardware Engineers 1,780 1,870 90 5.1 130
New Jersey Computer Network Architects (SOC 2018) 5,200 5,470 270 5.2 340
New Jersey Computer Network Support Specialists (SOC 2018) 5,160 5,330 170 3.3 390
New Jersey Computer Numerically Controlled Tool Operators 1,470 1,470 0 0 160
New Jersey Computer Numerically Controlled Tool Programmers 370 480 110 29.7 60
New Jersey Computer Occupations, All Other (SOC 2018) 11,600 12,240 640 5.5 920
New Jersey Computer Programmers (SOC 2018) 7,250 6,690 -560 -7.7 400
New Jersey Computer Science Teachers, Postsecondary 1,240 1,390 150 12.1 140
New Jersey Computer Systems Analysts (SOC 2018) 19,030 21,030 2,000 10.5 1,580
New Jersey Computer User Support Specialists (SOC 2018) 13,390 14,530 1,140 8.5 1,120
New Jersey Computer, Automated Teller, and Office Machine Repairers 3,040 3,250 210 6.9 360
New Jersey Electronics Engineers, Except Computer 2,890 3,100 210 7.3 210
New Jersey Network and Computer Systems Administrators (SOC 2018) 10,510 10,910 400 3.8 730
New Jersey Office Machine Operators, Except Computer 2,670 2,410 -260 -9.7 260
New Mexico Computer and Information Research Scientists (SOC 2018) 720 920 200 27.8 80
New Mexico Computer and Information Systems Managers 1,170 1,330 160 13.7 110
New Mexico Computer Network Architects (SOC 2018) 540 610 70 13 40
New Mexico Computer Network Support Specialists (SOC 2018) 1,610 1,780 170 10.6 140
New Mexico Computer Numerically Controlled Tool Operators 100 90 -10 -10 10
New Mexico Computer Occupations, All Other (SOC 2018) 1,340 1,580 240 17.9 130
New Mexico Computer Programmers (SOC 2018) 1,000 930 -70 -7 60
New Mexico Computer Science Teachers, Postsecondary 120 130 10 8.3 10
New Mexico Computer Systems Analysts (SOC 2018) 1,660 1,850 190 11.4 140
New Mexico Computer User Support Specialists (SOC 2018) 2,700 3,060 360 13.3 240
New Mexico Computer, Automated Teller, and Office Machine Repairers 310 350 40 12.9 40
New Mexico Electronics Engineers, Except Computer 790 830 40 5.1 60
New Mexico Network and Computer Systems Administrators (SOC 2018) 1,680 1,840 160 9.5 130
New Mexico Office Machine Operators, Except Computer 140 120 -20 -14.3 10
New York Computer and Information Research Scientists (SOC 2018) 1,080 1,460 380 35.2 120
New York Computer and Information Systems Managers 30,830 36,960 6,130 19.9 3,090
New York Computer Hardware Engineers 1,290 1,420 130 10.1 100
New York Computer Network Architects (SOC 2018) 9,250 10,340 1,090 11.8 690
New York Computer Network Support Specialists (SOC 2018) 12,660 14,750 2,090 16.5 1,190
New York Computer Numerically Controlled Tool Operators 3,810 4,230 420 11 480
New York Computer Numerically Controlled Tool Programmers 860 1,220 360 41.9 150
New York Computer Occupations, All Other (SOC 2018) 6,380 7,280 900 14.1 580
New York Computer Programmers (SOC 2018) 15,770 15,670 -100 -0.6 1,020
New York Computer Science Teachers, Postsecondary 5,510 6,270 760 13.8 610
New York Computer Systems Analysts (SOC 2018) 39,640 45,830 6,190 15.6 3,560
New York Computer User Support Specialists (SOC 2018) 45,890 54,240 8,350 18.2 4,420
New York Computer, Automated Teller, and Office Machine Repairers 7,160 8,200 1,040 14.5 920
New York Electronics Engineers, Except Computer 3,640 4,310 670 18.4 320
New York Network and Computer Systems Administrators (SOC 2018) 25,610 29,920 4,310 16.8 2,210
New York Office Machine Operators, Except Computer 4,410 4,300 -110 -2.5 480
North Carolina Computer and Information Research Scientists (SOC 2018) 180 230 50 27.8 20
North Carolina Computer and Information Systems Managers 19,210 23,820 4,610 24 2,030
North Carolina Computer Hardware Engineers 1,820 1,960 140 7.7 140
North Carolina Computer Network Architects (SOC 2018) 4,420 4,750 330 7.5 300
North Carolina Computer Network Support Specialists (SOC 2018) 5,280 5,950 670 12.7 470
North Carolina Computer Numerically Controlled Tool Operators 2,440 2,490 50 2 270
North Carolina Computer Numerically Controlled Tool Programmers 560 750 190 33.9 90
North Carolina Computer Occupations, All Other (SOC 2018) 6,160 6,900 740 12 550
North Carolina Computer Programmers (SOC 2018) 4,070 3,830 -240 -5.9 240
North Carolina Computer Science Teachers, Postsecondary 1,600 1,690 90 5.6 160
North Carolina Computer Systems Analysts (SOC 2018) 21,290 23,990 2,700 12.7 1,830
North Carolina Computer User Support Specialists (SOC 2018) 18,920 21,530 2,610 13.8 1,710
North Carolina Computer, Automated Teller, and Office Machine Repairers 4,620 4,780 160 3.5 520
North Carolina Electronics Engineers, Except Computer 3,160 3,580 420 13.3 260
North Carolina Network and Computer Systems Administrators (SOC 2018) 10,080 11,280 1,200 11.9 800
North Carolina Office Machine Operators, Except Computer 1,470 1,390 -80 -5.4 150
North Dakota Computer and Information Systems Managers 460 510 50 10.9 40
North Dakota Computer Network Architects (SOC 2018) 140 170 30 21.4 10
North Dakota Computer Network Support Specialists (SOC 2018) 630 690 60 9.5 50
North Dakota Computer Numerically Controlled Tool Operators 240 250 10 4.2 30
North Dakota Computer Numerically Controlled Tool Programmers 30 30 0 0 0
North Dakota Computer Occupations, All Other (SOC 2018) 780 860 80 10.3 70
North Dakota Computer Programmers (SOC 2018) 530 470 -60 -11.3 30
North Dakota Computer Science Teachers, Postsecondary 90 80 -10 -11.1 10
North Dakota Computer Systems Analysts (SOC 2018) 300 340 40 13.3 30
North Dakota Computer User Support Specialists (SOC 2018) 1,460 1,610 150 10.3 130
North Dakota Computer, Automated Teller, and Office Machine Repairers 160 150 -10 -6.3 20
North Dakota Electronics Engineers, Except Computer 140 160 20 14.3 10
North Dakota Network and Computer Systems Administrators (SOC 2018) 650 690 40 6.2 50
North Dakota Office Machine Operators, Except Computer 70 60 -10 -14.3 10
Ohio Computer and Information Research Scientists (SOC 2018) 620 730 110 17.7 60
Ohio Computer and Information Systems Managers 12,410 13,110 700 5.6 1,000
Ohio Computer Hardware Engineers 870 870 0 0 60
Ohio Computer Network Architects (SOC 2018) 4,770 4,780 10 0.2 290
Ohio Computer Network Support Specialists (SOC 2018) 8,170 8,480 310 3.8 630
Ohio Computer Numerically Controlled Tool Operators 12,580 12,060 -520 -4.1 1,280
Ohio Computer Numerically Controlled Tool Programmers 2,090 2,610 520 24.9 310
Ohio Computer Occupations, All Other (SOC 2018) 12,460 13,220 760 6.1 1,000
Ohio Computer Programmers (SOC 2018) 5,600 4,780 -820 -14.6 260
Ohio Computer Science Teachers, Postsecondary 870 880 10 1.1 80
Ohio Computer Systems Analysts (SOC 2018) 24,030 24,590 560 2.3 1,730
Ohio Computer User Support Specialists (SOC 2018) 21,850 22,860 1,010 4.6 1,700
Ohio Computer, Automated Teller, and Office Machine Repairers 3,340 3,110 -230 -6.9 320
Ohio Electronics Engineers, Except Computer 3,970 4,170 200 5 280
Ohio Network and Computer Systems Administrators (SOC 2018) 12,320 12,520 200 1.6 810
Ohio Office Machine Operators, Except Computer 2,450 2,120 -330 -13.5 220
Oklahoma Computer and Information Systems Managers 3,630 4,040 410 11.3 320
Oklahoma Computer Hardware Engineers 290 300 10 3.4 20
Oklahoma Computer Network Architects (SOC 2018) 1,340 1,470 130 9.7 100
Oklahoma Computer Network Support Specialists (SOC 2018) 2,390 2,630 240 10 210
Oklahoma Computer Numerically Controlled Tool Operators 3,760 4,080 320 8.5 460
Oklahoma Computer Numerically Controlled Tool Programmers 380 520 140 36.8 60
Oklahoma Computer Occupations, All Other (SOC 2018) 2,650 2,850 200 7.5 220
Oklahoma Computer Programmers (SOC 2018) 1,070 970 -100 -9.3 60
Oklahoma Computer Systems Analysts (SOC 2018) 3,460 3,810 350 10.1 290
Oklahoma Computer User Support Specialists (SOC 2018) 6,310 6,920 610 9.7 540
Oklahoma Computer, Automated Teller, and Office Machine Repairers 1,270 1,410 140 11 160
Oklahoma Electronics Engineers, Except Computer 1,890 2,020 130 6.9 140
Oklahoma Network and Computer Systems Administrators (SOC 2018) 2,480 2,750 270 10.9 200
Oklahoma Office Machine Operators, Except Computer 450 390 -60 -13.3 40
Oregon Computer and Information Research Scientists (SOC 2018) 220 280 60 27.3 20
Oregon Computer and Information Systems Managers 6,120 7,220 1,100 18 550
Oregon Computer Hardware Engineers 1,350 1,430 80 5.9 100
Oregon Computer Network Architects (SOC 2018) 1,320 1,450 130 9.8 90
Oregon Computer Network Support Specialists (SOC 2018) 2,100 2,430 330 15.7 190
Oregon Computer Numerically Controlled Tool Operators 2,550 2,750 200 7.8 250
Oregon Computer Numerically Controlled Tool Programmers 820 1,160 340 41.5 120
Oregon Computer Occupations, All Other (SOC 2018) 3,820 4,320 500 13.1 320
Oregon Computer Programmers (SOC 2018) 1,520 1,420 -100 -6.6 80
Oregon Computer Science Teachers, Postsecondary 270 310 40 14.8 30
Oregon Computer Systems Analysts (SOC 2018) 6,240 6,970 730 11.7 490
Oregon Computer User Support Specialists (SOC 2018) 8,300 9,420 1,120 13.5 710
Oregon Computer, Automated Teller, and Office Machine Repairers 1,080 1,180 100 9.3 120
Oregon Electronics Engineers, Except Computer 4,980 5,690 710 14.3 380
Oregon Network and Computer Systems Administrators (SOC 2018) 4,970 5,540 570 11.5 360
Oregon Office Machine Operators, Except Computer 430 390 -40 -9.3 40
Pennsylvania Computer and Information Research Scientists (SOC 2018) 640 750 110 17.2 60
Pennsylvania Computer and Information Systems Managers 17,410 19,340 1,930 11.1 1,540
Pennsylvania Computer Hardware Engineers 2,400 2,490 90 3.8 170
Pennsylvania Computer Network Architects (SOC 2018) 7,060 7,550 490 6.9 480
Pennsylvania Computer Network Support Specialists (SOC 2018) 8,060 8,780 720 8.9 680
Pennsylvania Computer Numerically Controlled Tool Operators 11,060 11,160 100 0.9 1,210
Pennsylvania Computer Numerically Controlled Tool Programmers 790 1,010 220 27.8 120
Pennsylvania Computer Occupations, All Other (SOC 2018) 17,180 18,860 1,680 9.8 1,470
Pennsylvania Computer Programmers (SOC 2018) 12,290 11,350 -940 -7.6 680
Pennsylvania Computer Science Teachers, Postsecondary 1,760 1,830 70 4 170
Pennsylvania Computer Systems Analysts (SOC 2018) 22,030 23,710 1,680 7.6 1,740
Pennsylvania Computer User Support Specialists (SOC 2018) 25,070 27,530 2,460 9.8 2,130
Pennsylvania Computer, Automated Teller, and Office Machine Repairers 4,740 4,890 150 3.2 530
Pennsylvania Electronics Engineers, Except Computer 3,550 3,910 360 10.1 270
Pennsylvania Network and Computer Systems Administrators (SOC 2018) 11,610 12,220 610 5.3 820
Pennsylvania Office Machine Operators, Except Computer 1,830 1,580 -250 -13.7 170
Puerto Rico Computer and Information Systems Managers 1,600 1,810 210 13.1 150
Puerto Rico Computer Hardware Engineers 190 210 20 10.5 20
Puerto Rico Computer Network Architects (SOC 2018) 410 480 70 17.1 30
Puerto Rico Computer Network Support Specialists (SOC 2018) 610 670 60 9.8 50
Puerto Rico Computer Occupations, All Other (SOC 2018) 1,170 1,300 130 11.1 100
Puerto Rico Computer Programmers (SOC 2018) 1,340 1,270 -70 -5.2 80
Puerto Rico Computer Science Teachers, Postsecondary 270 250 -20 -7.4 20
Puerto Rico Computer Systems Analysts (SOC 2018) 1,340 1,510 170 12.7 120
Puerto Rico Computer User Support Specialists (SOC 2018) 3,830 4,250 420 11 330
Puerto Rico Computer, Automated Teller, and Office Machine Repairers 510 560 50 9.8 60
Puerto Rico Electronics Engineers, Except Computer 320 380 60 18.8 30
Puerto Rico Network and Computer Systems Administrators (SOC 2018) 1,010 1,090 80 7.9 80
Puerto Rico Office Machine Operators, Except Computer 90 70 -20 -22.2 10
Rhode Island Computer and Information Research Scientists (SOC 2018) 430 500 70 16.3 40
Rhode Island Computer and Information Systems Managers 1,330 1,520 190 14.3 120
Rhode Island Computer Hardware Engineers 560 600 40 7.1 40
Rhode Island Computer Network Support Specialists (SOC 2018) 1,070 1,210 140 13.1 100
Rhode Island Computer Numerically Controlled Tool Operators 270 250 -20 -7.4 30
Rhode Island Computer Numerically Controlled Tool Programmers 120 150 30 25 20
Rhode Island Computer Programmers (SOC 2018) 1,150 1,120 -30 -2.6 70
Rhode Island Computer Science Teachers, Postsecondary 170 180 10 5.9 20
Rhode Island Computer Systems Analysts (SOC 2018) 2,240 2,530 290 12.9 190
Rhode Island Computer User Support Specialists (SOC 2018) 1,830 2,130 300 16.4 170
Rhode Island Computer, Automated Teller, and Office Machine Repairers 310 330 20 6.5 40
Rhode Island Electronics Engineers, Except Computer 1,050 1,100 50 4.8 70
Rhode Island Network and Computer Systems Administrators (SOC 2018) 1,310 1,380 70 5.3 90
Rhode Island Office Machine Operators, Except Computer 40 40 0 0 0
South Carolina Computer and Information Research Scientists (SOC 2018) 510 580 70 13.7 50
South Carolina Computer and Information Systems Managers 3,770 4,340 570 15.1 350
South Carolina Computer Hardware Engineers 500 510 10 2 40
South Carolina Computer Network Architects (SOC 2018) 900 1,000 100 11.1 70
South Carolina Computer Network Support Specialists (SOC 2018) 1,590 1,830 240 15.1 150
South Carolina Computer Numerically Controlled Tool Operators 1,600 1,650 50 3.1 180
South Carolina Computer Numerically Controlled Tool Programmers 200 270 70 35 30
South Carolina Computer Occupations, All Other (SOC 2018) 2,540 2,910 370 14.6 230
South Carolina Computer Programmers (SOC 2018) 2,130 2,000 -130 -6.1 120
South Carolina Computer Science Teachers, Postsecondary 290 310 20 6.9 30
South Carolina Computer Systems Analysts (SOC 2018) 8,820 9,900 1,080 12.2 750
South Carolina Computer User Support Specialists (SOC 2018) 9,740 11,240 1,500 15.4 900
South Carolina Computer, Automated Teller, and Office Machine Repairers 1,560 1,660 100 6.4 180
South Carolina Electronics Engineers, Except Computer 1,500 1,740 240 16 130
South Carolina Network and Computer Systems Administrators (SOC 2018) 5,910 6,540 630 10.7 460
South Carolina Office Machine Operators, Except Computer 80 70 -10 -12.5 10
South Dakota Computer and Information Systems Managers 250 290 40 16 20
South Dakota Computer Hardware Engineers 40 50 10 25 0
South Dakota Computer Network Architects (SOC 2018) 500 590 90 18 40
South Dakota Computer Network Support Specialists (SOC 2018) 920 1,030 110 12 80
South Dakota Computer Numerically Controlled Tool Operators 620 650 30 4.8 70
South Dakota Computer Numerically Controlled Tool Programmers 110 140 30 27.3 20
South Dakota Computer Occupations, All Other (SOC 2018) 300 300 0 0 20
South Dakota Computer Programmers (SOC 2018) 420 400 -20 -4.8 30
South Dakota Computer Science Teachers, Postsecondary 110 120 10 9.1 10
South Dakota Computer Systems Analysts (SOC 2018) 900 1,020 120 13.3 80
South Dakota Computer User Support Specialists (SOC 2018) 1,500 1,600 100 6.7 120
South Dakota Computer, Automated Teller, and Office Machine Repairers 270 280 10 3.7 30
South Dakota Electronics Engineers, Except Computer 130 150 20 15.4 10
South Dakota Network and Computer Systems Administrators (SOC 2018) 1,940 2,120 180 9.3 150
South Dakota Office Machine Operators, Except Computer 100 90 -10 -10 10
Tennessee Computer and Information Research Scientists (SOC 2018) 280 370 90 32.1 30
Tennessee Computer and Information Systems Managers 7,260 9,250 1,990 27.4 800
Tennessee Computer Hardware Engineers 370 470 100 27 40
Tennessee Computer Network Architects (SOC 2018) 2,380 2,950 570 23.9 220
Tennessee Computer Network Support Specialists (SOC 2018) 4,050 5,040 990 24.4 420
Tennessee Computer Numerically Controlled Tool Operators 2,450 2,620 170 6.9 290
Tennessee Computer Numerically Controlled Tool Programmers 470 600 130 27.7 70
Tennessee Computer Occupations, All Other (SOC 2018) 6,820 8,310 1,490 21.8 700
Tennessee Computer Programmers (SOC 2018) 3,280 3,450 170 5.2 240
Tennessee Computer Science Teachers, Postsecondary 640 790 150 23.4 80
Tennessee Computer Systems Analysts (SOC 2018) 10,440 13,310 2,870 27.5 1,100
Tennessee Computer User Support Specialists (SOC 2018) 10,270 13,250 2,980 29 1,140
Tennessee Computer, Automated Teller, and Office Machine Repairers 1,380 1,660 280 20.3 190
Tennessee Electronics Engineers, Except Computer 1,440 1,840 400 27.8 150
Tennessee Network and Computer Systems Administrators (SOC 2018) 5,250 6,250 1,000 19 470
Tennessee Office Machine Operators, Except Computer 1,450 1,450 0 0 160
Texas Computer and Information Research Scientists (SOC 2018) 1,230 1,720 490 39.8 150
Texas Computer and Information Systems Managers 28,230 35,560 7,330 26 3,060
Texas Computer Hardware Engineers 4,470 5,090 620 13.9 380
Texas Computer Network Architects (SOC 2018) 14,510 17,040 2,530 17.4 1,190
Texas Computer Network Support Specialists (SOC 2018) 16,640 19,890 3,250 19.5 1,630
Texas Computer Numerically Controlled Tool Operators 9,270 10,210 940 10.1 1,150
Texas Computer Numerically Controlled Tool Programmers 2,530 3,710 1,180 46.6 460
Texas Computer Occupations, All Other (SOC 2018) 31,120 37,480 6,360 20.4 3,110
Texas Computer Programmers (SOC 2018) 16,520 17,220 700 4.2 1,180
Texas Computer Science Teachers, Postsecondary 2,820 3,300 480 17 330
Texas Computer Systems Analysts (SOC 2018) 52,680 62,850 10,170 19.3 4,990
Texas Computer User Support Specialists (SOC 2018) 57,500 69,530 12,030 20.9 5,760
Texas Computer, Automated Teller, and Office Machine Repairers 8,770 10,100 1,330 15.2 1,140
Texas Electronics Engineers, Except Computer 10,220 12,500 2,280 22.3 950
Texas Network and Computer Systems Administrators (SOC 2018) 32,250 38,580 6,330 19.6 2,900
Texas Office Machine Operators, Except Computer 3,530 3,370 -160 -4.5 370
Utah Computer and Information Research Scientists (SOC 2018) 740 980 240 32.4 80
Utah Computer and Information Systems Managers 4,980 6,710 1,730 34.7 600
Utah Computer Hardware Engineers 840 1,010 170 20.2 80
Utah Computer Network Architects (SOC 2018) 980 1,220 240 24.5 90
Utah Computer Network Support Specialists (SOC 2018) 1,450 1,880 430 29.7 160
Utah Computer Numerically Controlled Tool Operators 2,410 2,840 430 17.8 330
Utah Computer Numerically Controlled Tool Programmers 230 340 110 47.8 40
Utah Computer Occupations, All Other (SOC 2018) 8,180 10,640 2,460 30.1 930
Utah Computer Programmers (SOC 2018) 2,650 2,920 270 10.2 210
Utah Computer Science Teachers, Postsecondary 430 580 150 34.9 60
Utah Computer Systems Analysts (SOC 2018) 2,210 2,660 450 20.4 210
Utah Computer User Support Specialists (SOC 2018) 11,460 15,390 3,930 34.3 1,360
Utah Computer, Automated Teller, and Office Machine Repairers 560 580 20 3.6 60
Utah Electronics Engineers, Except Computer 1,300 1,500 200 15.4 110
Utah Network and Computer Systems Administrators (SOC 2018) 2,910 3,780 870 29.9 300
Utah Office Machine Operators, Except Computer 570 590 20 3.5 70
Vermont Computer and Information Systems Managers 790 890 100 12.7 70
Vermont Computer Network Architects (SOC 2018) 110 120 10 9.1 10
Vermont Computer Network Support Specialists (SOC 2018) 280 310 30 10.7 30
Vermont Computer Numerically Controlled Tool Operators 1,450 1,400 -50 -3.4 150
Vermont Computer Numerically Controlled Tool Programmers 80 100 20 25 10
Vermont Computer Occupations, All Other (SOC 2018) 600 670 70 11.7 50
Vermont Computer Programmers (SOC 2018) 250 230 -20 -8 10
Vermont Computer Science Teachers, Postsecondary 40 50 10 25 0
Vermont Computer Systems Analysts (SOC 2018) 640 700 60 9.4 50
Vermont Computer User Support Specialists (SOC 2018) 1,330 1,520 190 14.3 120
Vermont Computer, Automated Teller, and Office Machine Repairers 80 80 0 0 10
Vermont Electronics Engineers, Except Computer 150 160 10 6.7 10
Vermont Network and Computer Systems Administrators (SOC 2018) 800 870 70 8.8 60
Vermont Office Machine Operators, Except Computer 80 80 0 0 10
Virgin Islands Computer and Information Systems Managers 40 40 0 0 0
Virgin Islands Computer Network Architects (SOC 2018) 20 10 -10 -50 0
Virgin Islands Computer Network Support Specialists (SOC 2018) 40 30 -10 -25 0
Virgin Islands Computer Occupations, All Other (SOC 2018) 70 70 0 0 10
Virgin Islands Computer User Support Specialists (SOC 2018) 90 90 0 0 10
Virgin Islands Network and Computer Systems Administrators (SOC 2018) 20 30 10 50 0
Virginia Computer and Information Research Scientists (SOC 2018) 3,760 4,240 480 12.8 320
Virginia Computer and Information Systems Managers 15,420 17,110 1,690 11 1,360
Virginia Computer Hardware Engineers 2,440 2,490 50 2 170
Virginia Computer Network Architects (SOC 2018) 8,580 9,080 500 5.8 570
Virginia Computer Network Support Specialists (SOC 2018) 7,750 8,430 680 8.8 650
Virginia Computer Numerically Controlled Tool Operators 1,700 2,060 360 21.2 240
Virginia Computer Numerically Controlled Tool Programmers 270 340 70 25.9 40
Virginia Computer Occupations, All Other (SOC 2018) 17,130 19,620 2,490 14.5 1,580
Virginia Computer Programmers (SOC 2018) 6,970 6,220 -750 -10.8 360
Virginia Computer Science Teachers, Postsecondary 1,670 1,840 170 10.2 180
Virginia Computer Systems Analysts (SOC 2018) 24,010 26,210 2,200 9.2 1,950
Virginia Computer User Support Specialists (SOC 2018) 18,860 21,040 2,180 11.6 1,650
Virginia Computer, Automated Teller, and Office Machine Repairers 3,380 3,370 -10 -0.3 360
Virginia Electronics Engineers, Except Computer 3,980 4,230 250 6.3 290
Virginia Network and Computer Systems Administrators (SOC 2018) 18,150 19,710 1,560 8.6 1,370
Virginia Office Machine Operators, Except Computer 800 720 -80 -10 80
Washington Computer and Information Research Scientists (SOC 2018) 2,600 3,580 980 37.7 410
Washington Computer and Information Systems Managers 15,750 20,690 4,940 31.4 2,330
Washington Computer Hardware Engineers 1,900 2,570 670 35.3 280
Washington Computer Network Architects (SOC 2018) 4,190 4,810 620 14.8 390
Washington Computer Network Support Specialists (SOC 2018) 3,630 4,630 1,000 27.5 500
Washington Computer Numerically Controlled Tool Operators 2,520 2,120 -400 -15.9 160
Washington Computer Numerically Controlled Tool Programmers 730 640 -90 -12.3 50
Washington Computer Occupations, All Other (SOC 2018) 14,060 18,310 4,250 30.2 2,030
Washington Computer Programmers (SOC 2018) 5,850 6,990 1,140 19.5 650
Washington Computer Science Teachers, Postsecondary 560 650 90 16.1 70
Washington Computer Systems Analysts (SOC 2018) 21,180 26,870 5,690 26.9 2,800
Washington Computer User Support Specialists (SOC 2018) 17,670 22,650 4,980 28.2 2,460
Washington Computer, Automated Teller, and Office Machine Repairers 2,200 2,380 180 8.2 280
Washington Electronics Engineers, Except Computer 3,310 3,560 250 7.6 270
Washington Network and Computer Systems Administrators (SOC 2018) 8,880 10,870 1,990 22.4 1,030
Washington Office Machine Operators, Except Computer 1,090 1,220 130 11.9 160
West Virginia Computer and Information Research Scientists (SOC 2018) 90 120 30 33.3 10
West Virginia Computer and Information Systems Managers 860 950 90 10.5 80
West Virginia Computer Hardware Engineers 240 240 0 0 20
West Virginia Computer Network Architects (SOC 2018) 240 240 0 0 10
West Virginia Computer Network Support Specialists (SOC 2018) 670 690 20 3 50
West Virginia Computer Numerically Controlled Tool Operators 260 270 10 3.8 30
West Virginia Computer Occupations, All Other (SOC 2018) 2,580 2,760 180 7 210
West Virginia Computer Programmers (SOC 2018) 370 340 -30 -8.1 20
West Virginia Computer Science Teachers, Postsecondary 230 250 20 8.7 20
West Virginia Computer Systems Analysts (SOC 2018) 1,210 1,300 90 7.4 90
West Virginia Computer User Support Specialists (SOC 2018) 2,340 2,550 210 9 200
West Virginia Computer, Automated Teller, and Office Machine Repairers 240 220 -20 -8.3 20
West Virginia Electronics Engineers, Except Computer 200 230 30 15 20
West Virginia Network and Computer Systems Administrators (SOC 2018) 1,140 1,190 50 4.4 80
West Virginia Office Machine Operators, Except Computer 130 120 -10 -7.7 10
Wisconsin Computer and Information Systems Managers 6,050 6,410 360 6 490
Wisconsin Computer Hardware Engineers 650 690 40 6.2 50
Wisconsin Computer Network Architects (SOC 2018) 2,550 2,580 30 1.2 160
Wisconsin Computer Network Support Specialists (SOC 2018) 3,110 3,240 130 4.2 240
Wisconsin Computer Numerically Controlled Tool Operators 13,940 14,340 400 2.9 1,570
Wisconsin Computer Numerically Controlled Tool Programmers 1,160 1,540 380 32.8 180
Wisconsin Computer Occupations, All Other (SOC 2018) 3,900 4,140 240 6.2 310
Wisconsin Computer Programmers (SOC 2018) 4,580 3,920 -660 -14.4 210
Wisconsin Computer Science Teachers, Postsecondary 670 680 10 1.5 60
Wisconsin Computer Systems Analysts (SOC 2018) 12,380 12,540 160 1.3 870
Wisconsin Computer User Support Specialists (SOC 2018) 10,450 10,810 360 3.4 800
Wisconsin Computer, Automated Teller, and Office Machine Repairers 1,640 1,610 -30 -1.8 170
Wisconsin Electronics Engineers, Except Computer 580 630 50 8.6 40
Wisconsin Network and Computer Systems Administrators (SOC 2018) 7,960 8,060 100 1.3 520
Wisconsin Office Machine Operators, Except Computer 1,220 1,030 -190 -15.6 110
Wyoming Computer and Information Systems Managers 200 230 30 15 20
Wyoming Computer Network Architects (SOC 2018) 80 100 20 25 10
Wyoming Computer Network Support Specialists (SOC 2018) 360 420 60 16.7 30
Wyoming Computer Numerically Controlled Tool Operators 60 60 0 0 10
Wyoming Computer Occupations, All Other (SOC 2018) 200 240 40 20 20
Wyoming Computer Programmers (SOC 2018) 170 190 20 11.8 10
Wyoming Computer Science Teachers, Postsecondary 60 70 10 16.7 10
Wyoming Computer Systems Analysts (SOC 2018) 260 340 80 30.8 30
Wyoming Computer User Support Specialists (SOC 2018) 710 850 140 19.7 70
Wyoming Computer, Automated Teller, and Office Machine Repairers 90 100 10 11.1 10
Wyoming Electronics Engineers, Except Computer 40 50 10 25 0
Wyoming Network and Computer Systems Administrators (SOC 2018) 520 580 60 11.5 40
Wyoming Office Machine Operators, Except Computer 20 20 0 0 0
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