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Numbers of Computer and Mathematical Occupations in Upper Peninsula of Michigan nonmetropolitan area

Occupation group

Computer and Mathematical Occupations
Year Number
2006 850
2007 850
2008 910
2009 870
2010 730
2011 690
2012 700
2013 720
2014 690
2015 650
2016 570
2017 710
2018 830
2019 690

Individual occupations

Computer Systems Analysts
Year Number
2010 40
2014 50
2015 70
2016 100
2017 100
2018 70
2019 40

Computer Network Support Specialists
Year Number
2006 40
2007 40
2008 80
2009 90
2012 80
2013 110
2014 100
2015 100
2016 60
2017 50
2018 40

Computer User Support Specialists
Year Number
2006 260
2007 190
2008 270
2009 230
2010 220
2011 210
2012 160
2013 200
2014 210
2015 230
2016 200
2017 210
2018 210
2019 240

Computer Network Architects
Year Number
2018 180

Database Architects
Year Number
2006 50
2007 80
2008 70
2009 40
2010 40
2011 40
2012 50
2013 40

Network and Computer Systems Administrators
Year Number
2006 120
2007 110
2008 160
2009 140
2010 150
2011 150
2012 150
2013 120
2014 100
2015 110
2016 120
2017 130
2018 120
2019 120

Computer Programmers
Year Number
2006 80
2007 130
2008 110
2009 120
2010 90
2011 90
2012 80
2013 50
2014 40
2015 30
2016 0
2019 30

Software Quality Assurance Analysts and Testers
Year Number
2006 60
2007 80
2008 40
2009 50
2010 40
2011 30
2012 50
2013 60
2014 100
2015 110
2016 90
2017 130
2018 100

Web and Digital Interface Designers
Year Number
2012 0
2013 30

Computer Occupations, All Other
Year Number
2006 170
2007 110
2008 50
2009 80
2012 130
2013 110
2014 90
2015 0
2017 90
2018 110
2019 120

Operations Research Analysts
Year Number
2007 30
2008 50
2009 50