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

Occupation group

Computer and Mathematical Occupations

Year	Number
2006	250
2007	330
2008	310
2009	350
2010	220
2011	280
2012	160
2013	190
2014	220
2015	180
2016	200
2017	200
2018	320
2019	330

Individual occupations

Computer Systems Analysts

Year	Number
2010	40
2011	40
2014	0
2015	0
2016	0

Computer Network Support Specialists

Year	Number
2006	0
2007	40
2009	30

Computer User Support Specialists

Year	Number
2006	70
2007	90
2008	130
2009	110
2010	100
2011	140
2012	110
2013	100
2014	90
2015	80
2016	80
2017	90
2018	90
2019	130

Network and Computer Systems Administrators

Year	Number
2006	50
2007	40
2008	60
2009	50
2010	50
2011	50
2012	50
2013	50
2014	40
2015	50
2016	60
2017	60
2018	80
2019	60

Computer Programmers

Year	Number
2006	80
2007	50
2008	60
2009	30
2018	30

Software Quality Assurance Analysts and Testers

Year	Number
2007	0
2008	0
2014	40
2015	0
2016	60
2017	0
2018	70

Computer Occupations, All Other

Year	Number
2006	50
2007	110
2008	60
2009	80
2013	40
2014	50
2015	50
2017	50
2018	50
2019	50