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.

The data is also available via REST and Direct Download.

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