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Numbers of Computer and Mathematical Occupations in Duluth, MN-WI

Occupation group

Computer and Mathematical Occupations
Year Number
2005 1,280
2006 1,240
2007 1,170
2008 1,260
2009 1,420
2010 1,770
2011 1,620
2012 1,800
2013 1,830
2014 2,110
2015 1,780
2016 1,620
2017 1,670
2018 1,730
2019 1,760

Individual occupations

Computer Systems Analysts
Year Number
2010 260
2011 270
2012 280
2013 220
2014 230
2015 250
2016 190
2017 300
2018 300
2019 350

Computer Network Support Specialists
Year Number
2005 140
2006 120
2007 0
2008 90
2009 100
2012 90
2013 100
2014 90
2015 70
2016 90
2017 100
2018 110
2019 140

Computer User Support Specialists
Year Number
2005 330
2006 310
2007 360
2008 300
2009 300
2010 330
2011 320
2012 360
2013 330
2014 410
2015 390
2016 420
2017 300
2018 280
2019 200

Computer Network Architects
Year Number
2012 130
2013 140
2014 150
2015 100
2016 70
2017 60
2018 60
2019 50

Database Architects
Year Number
2005 60
2006 60
2007 50
2008 40
2009 40
2010 50
2011 60
2012 50
2013 60
2014 60
2015 50
2016 60
2017 70
2018 60

Network and Computer Systems Administrators
Year Number
2005 190
2006 230
2007 230
2008 220
2009 260
2010 270
2011 230
2012 230
2013 220
2014 240
2015 200
2016 210
2017 230
2018 260
2019 190

Computer Programmers
Year Number
2005 100
2006 100
2007 90
2008 100
2009 100
2010 80
2011 80
2012 60
2013 80
2014 90
2015 120
2016 110
2017 70
2018 70
2019 50

Software Quality Assurance Analysts and Testers
Year Number
2005 180
2006 170
2007 180
2008 250
2009 310
2010 400
2011 290
2012 360
2013 290
2014 430
2015 330
2016 230
2017 290
2018 320

Web and Digital Interface Designers
Year Number
2012 30
2013 60
2014 70
2015 80
2016 80
2017 110
2018 100

Computer Occupations, All Other
Year Number
2005 130
2006 130
2007 120
2008 90
2009 130
2012 140
2013 280
2014 300
2015 190
2016 120
2017 100
2018 110
2019 80

Operations Research Analysts
Year Number
2009 0
2010 70
2011 90
2012 70
2013 50
2014 40
2016 40
2017 40
2018 60
2019 80