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Numbers of Computer and Mathematical Occupations in Northwest Lower Peninsula of Michigan nonmetropolitan area

Occupation group

Computer and Mathematical Occupations
Year Number
2006 1,060
2007 910
2008 550
2009 690
2010 610
2011 690
2012 620
2013 800
2014 830
2015 750
2016 810
2017 780
2018 820
2019 830

Individual occupations

Computer Systems Analysts
Year Number
2010 110
2011 180
2012 180
2013 110
2014 50
2015 30
2016 40
2017 50
2018 60
2019 70

Computer Network Support Specialists
Year Number
2006 160
2007 170
2008 0
2009 70
2012 40
2013 80
2014 100
2015 90
2016 80
2017 50
2018 50
2019 30

Computer User Support Specialists
Year Number
2006 280
2007 210
2008 190
2009 210
2010 0
2011 0
2012 0
2013 230
2014 260
2015 240
2016 280
2017 240
2018 270
2019 260

Computer Network Architects
Year Number
2012 0

Database Architects
Year Number
2006 50
2011 30
2013 30
2018 40

Network and Computer Systems Administrators
Year Number
2006 120
2007 120
2008 110
2009 80
2010 100
2011 100
2012 110
2013 100
2014 130
2015 110
2016 120
2017 100
2018 100
2019 90

Computer Programmers
Year Number
2006 170
2007 210
2008 200
2009 140
2010 120
2011 80
2012 100
2013 100
2014 90
2015 80
2016 50
2017 40
2018 30
2019 40

Software Quality Assurance Analysts and Testers
Year Number
2006 90
2007 70
2008 0
2009 70
2010 90
2011 100
2012 90
2013 60
2014 110
2015 100
2016 140
2017 140
2018 120

Web and Digital Interface Designers
Year Number
2012 40
2013 30
2014 50
2015 50
2016 50
2017 40
2018 40

Computer Occupations, All Other
Year Number
2006 190
2007 80
2009 50
2010 30
2011 30
2012 60
2013 60
2014 40
2015 50
2016 50
2017 120
2018 110
2019 140