Numbers of Computer and Mathematical Occupations in Minnesota

Occupation group

Computer and Mathematical Occupations

Year Number
2004 71,790
2005 70,940
2006 75,920
2007 78,990
2008 83,150
2009 83,440
2010 81,710
2011 82,110
2012 83,560
2013 85,260
2014 92,380
2015 95,050
2016 98,150
2017 94,570
2018 96,350
2019 97,970

Individual occupations

Computer Systems Analysts

Year Number
2010 12,650
2011 12,660
2012 12,740
2013 12,880
2014 13,660
2015 15,130
2016 15,660
2017 16,630
2018 18,710
2019 20,240

Information Security Analysts

Year Number
2012 1,340
2013 1,620
2014 1,700
2015 1,900
2016 3,560
2017 3,460
2018 2,690
2019 2,230

Computer and Information Research Scientists

Year Number
2006 0
2007 170
2008 220
2009 240
2010 170
2011 150
2012 0
2013 380
2014 430
2015 380
2016 360
2017 240
2018 240
2019 210

Computer Network Support Specialists

Year Number
2004 3,810
2005 4,420
2006 5,140
2007 4,980
2008 5,570
2009 5,380
2012 3,230
2013 3,290
2014 3,310
2015 2,980
2016 3,200
2017 3,320
2018 3,970
2019 4,260

Computer User Support Specialists

Year Number
2004 10,200
2005 9,750
2006 10,420
2007 12,040
2008 12,600
2009 11,880
2010 11,400
2011 12,550
2012 10,700
2013 11,710
2014 12,990
2015 14,140
2016 13,240
2017 12,240
2018 12,910
2019 12,270

Computer Network Architects

Year Number
2012 3,660
2013 3,790
2014 4,790
2015 4,420
2016 5,040
2017 4,290
2018 3,150
2019 2,780

Database Architects

Year Number
2004 2,720
2005 2,660
2006 2,810
2007 2,740
2008 2,470
2009 2,300
2010 2,060
2011 2,500
2012 2,540
2013 2,690
2014 2,500
2015 2,680
2016 2,420
2017 2,300
2018 2,210

Network and Computer Systems Administrators

Year Number
2004 4,690
2005 6,670
2006 8,580
2007 9,880
2008 10,330
2009 10,190
2010 9,490
2011 8,950
2012 8,520
2013 8,060
2014 8,590
2015 8,330
2016 9,180
2017 8,540
2018 7,610
2019 6,570

Computer Programmers

Year Number
2004 6,820
2005 5,810
2006 5,990
2007 5,620
2008 5,870
2009 5,490
2010 5,500
2011 5,690
2012 5,980
2013 5,700
2014 7,040
2015 7,710
2016 7,180
2017 4,950
2018 4,520
2019 3,940

Software Quality Assurance Analysts and Testers

Year Number
2004 22,080
2005 23,440
2006 23,320
2007 24,480
2008 24,290
2009 23,980
2010 22,370
2011 21,750
2012 21,340
2013 19,950
2014 20,880
2015 22,730
2016 23,750
2017 25,520
2018 26,430

Web and Digital Interface Designers

Year Number
2012 2,350
2013 2,630
2014 3,140
2015 3,350
2016 3,260
2017 2,830
2018 2,780

Computer Occupations, All Other

Year Number
2004 10,110
2005 7,620
2006 8,150
2007 8,400
2008 8,580
2009 9,550
2010 1,030
2011 890
2012 7,820
2013 9,520
2014 9,960
2015 8,130
2016 7,440
2017 6,440
2018 6,540
2019 4,810

Actuaries

Year Number
2004 450
2005 300
2006 290
2007 320
2008 270
2009 380
2010 560
2011 630
2012 810
2013 630
2014 680
2015 500
2016 400
2017 330
2018 520
2019 460

Operations Research Analysts

Year Number
2004 1,390
2005 1,430
2006 1,650
2007 1,400
2008 1,370
2009 1,330
2010 1,720
2011 1,670
2012 1,580
2013 1,580
2014 1,870
2015 1,920
2016 2,530
2017 2,590
2018 3,120
2019 2,680

Statisticians

Year Number
2004 400
2005 430
2006 480
2007 480
2008 450
2009 380
2010 470
2011 550
2012 670
2013 590
2014 630
2015 720
2016 890
2017 890
2018 820
2019 920

Mathematical Science Occupations, All Other

Year Number
2004 50
2005 70
2006 150
2007 140
2008 190
2009 180
2010 110
2011 130
2012 280
2013 240
2014 210
2015 30
2016 40
2017 0
2018 130