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