Industry Snapshot. Emsi Q Data Set. October Emsi Q Data Set Page 1/9

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1 Industry Snapshot Emsi Q Data Set October 2017 Emsi Q Data Set Page 1/9

2 Parameters Industries 13 items selected. See Appendix A for details. Regions Code Descrip on Dallas-Fort Worth-Arlington, TX Timeframe Datarun QCEW Employees, Non-QCEW Employees, and Self-Employed Emsi Q Data Set Page 2/9

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4 Digital Technology Targeted Industry in Dallas-Fort Worth-Arlington, TX Industry Summary for Digital Technology Targeted Industry 164, % $118,739 Jobs (2016) % Change ( ) Avg. Earnings Per Job (2016) 26% above Na onal average Na on: +19.1% Na on: $124,081 Industry Detail Payrolled Business Loca ons (2016) 10,154 Jobs Mul plier Unemployed Only Available for 6-Digit Only Available for 2-Digit Emsi Q Data Set Page 3/9

5 Regional Trends Region 2007 Jobs 2017 Jobs Change % Change A Region 137, ,737 31, % B WSNCT Dallas and Tarrant 137, ,985 31, % C Workforce Solu ons-north Central Texas 36,214 50,794 14, % D Texas 381, ,093 91, % E United States 4,803,197 5,719, , % Occupa ons Employed by these Industries Descrip on Employed in Industry Group (2016) % of Total Jobs in Industry Group (2016) So ware Developers, Applica ons 14, % Computer Systems Analysts 10, % Sales Representa ves, Services, All Other 8, % Computer User Support Specialists 8, % Telecommunica ons Equipment Installers and Repairers, Except Line Installers 8, % Emsi Q Data Set Page 4/9

6 Industry Gender Breakdown Gender 2016 Jobs 2016 Percent A Males 108, % A Females 56, % Industry Age Breakdown Age 2016 Jobs 2016 Percent A % A , % A , % A , % A , % A , % A 65+ 6, % Emsi Q Data Set Page 5/9

7 Industry Race/Ethnicity Breakdown Race/Ethnicity 2016 Jobs 2016 Percent A White 102, % A Asian 20, % A Hispanic or La no 19, % A Black or African American 19, % A Two or More Races 1, % A American Indian or Alaska Na ve % A Na ve Hawaiian or Other Pacific Islander % Industry Requirements Purchases from In-region Purchases Imported Purchases Total Purchases Wired Telecommunica ons Carriers $4,000,631,406 $607,753,761 $4,608,385,166 Mo on Picture and Video Produc on $269,117,297 $1,163,741,136 $1,432,858,433 Semiconductor and Related Device Manufacturing $1,104,547,152 $8,842,722 $1,113,389,874 Cable and Other Subscrip on Programming $703,313,521 $323,305,585 $1,026,619,106 So ware Publishers $905,453,388 $7,474,657 $912,928,046 Emsi Q Data Set Page 6/9

8 Top Regional Businesses Business Name Industry Name Business Size Hp Enterprise Svc Llc Real Page Inc Compu Com Systems Inc Microso Corp Thomson Reuters Source: Infogroup Business-Level Data Custom Computer Programming Services (541511) So ware Publishers (511210) Custom Computer Programming Services (541511) So ware Publishers (511210) News Syndicates (519110) DISCLAIMER: Business Data by Infogroup is third-party data provided by Emsi to its customers as a convenience, and Emsi does not endorse or warrant its accuracy or consistency with other published Emsi data. Business Name Industry Name Business Size Hp Enterprise Svc Llc Real Page Inc Compu Com Systems Inc Microso Corp Thomson Reuters Source: Infogroup Business-Level Data Custom Computer Programming Services (541511) So ware Publishers (511210) Custom Computer Programming Services (541511) So ware Publishers (511210) News Syndicates (519110) DISCLAIMER: Business Data by Infogroup is third-party data provided by Emsi to its customers as a convenience, and Emsi does not endorse or warrant its accuracy or consistency with other published Emsi data. Emsi Q Data Set Page 7/9

9 Appendix A - Industries Code Descrip on So ware Publishers Wired Telecommunica ons Carriers Wireless Telecommunica ons Carriers (except Satellite) Satellite Telecommunica ons Other Telecommunica ons Data Processing, Hos ng, and Related Services News Syndicates Internet Publishing and Broadcas ng and Web Search Portals All Other Informa on Services Engineering Services Computer Systems Design and Related Services Research and Development in the Physical, Engineering, and Life Sciences Electronic and Precision Equipment Repair and Maintenance Emsi Q Data Set Page 8/9

10 Appendix B - Data Sources and Calcula ons Industry Data Emsi industry data have various sources depending on the class of worker. (1) For QCEW Employees, Emsi primarily uses the QCEW (Quarterly Census of Employment and Wages), with supplemental es mates from County Business Pa erns. (2) Non- QCEW employees data are based on a number of sources including QCEW, Current Employment Sta s cs, County Business Pa erns, BEA State and Local Personal Income reports, the Na onal Industry-Occupa on Employment Matrix (NIOEM), the American Community Survey, and Railroad Re rement Board sta s cs. (3) Self-Employed and Extended Proprietor classes of worker data are primarily based on the American Community Survey, Nonemployer Sta s cs, and BEA State and Local Personal Income Reports. Projec ons for QCEW and Non-QCEW Employees are informed by NIOEM and long-term industry projec ons published by individual states. Staffing Pa erns Data The staffing pa ern data in this report are compiled from several sources using a specialized process. For QCEW and Non- QCEW Employees classes of worker, sources include Occupa onal Employment Sta s cs, the Na onal Industry-Occupa on Employment Matrix, and the American Community Survey. For the Self-Employed and Extended Proprietors classes of worker, the primary source is the American Community Survey, with a small amount of informa on from Occupa onal Employment Sta s cs. Input-Output Data The input-output model in this report is Emsi's gravita onal flows mul -regional social account matrix model (MR-SAM). It is based on data from the Census Bureau's Current Popula on Survey and American Community Survey; as well as the Bureau of Economic Analysis' Na onal Income and Product Accounts, Input-Output Make and Use Tables, and Gross State Product data. In addi on, several Emsi in-house data sets are used, as well as data from Oak Ridge Na onal Labs on the cost of transporta on between coun es. Infogroup Business-Level Data Data for individual businesses is provided by Infogroup, which maintains a database of more than 16 million U.S. business en es. Note that in aggregate it will not be consistent with Emsi labor market data due to differences in defini ons, methodology, coverage, and industry/geographic classifica on. State Data Sources This report uses state data from the following agencies: Texas Workforce Commission Emsi Q Data Set Page 9/9