Labor Market and Workforce Information Dashboard

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Commonwealth of Massachusetts Executive Office of Labor and Workforce Development Massachusetts Workforce Development Board Labor Market and Workforce Information Dashboard MWDB Quarterly Meeting September 2017 1 1

3,536,900 MA labor force 160,700 Unemployed 62,898 MA UI Claimants Labor Supply: Employment & Unemployment (July 2017) Unemployment Rate July 2015 July 2017 Data Sources: Local Area Unemployment Statistics (LAUS) Massachusetts Unemployment Insurance (UI) Claimant Data American Community Survey (ACS) 2 66.4% MA Labor Force Participation Rate Claimant Gender MA Pop Male 50.0% 49.1% Female 50.0% 50.9% Claimant Educational Attainment MA Pop (18 24) MA Pop (25+) <High School 7.2% 10.7% 10.2% High School & Equivalency 34.8% 27.6% 25.4% Some College 17.1% 16.2% Associate 45.8% 7.1% 7.7% Degree Bachelor s 19.8% 22.8% Degree 16.0% Advanced 10.5% 17.7% Degree Claimant Age MA Pop 16 to 19 0.4% 6.5% 20 to 24 4.5% 6.4% 25 to 34 20.5% 14.6% 35 to 44 20.6% 16.7% 45 to 54 24.4% 13.8% 55 to 64 21.9% 8.6% 65+ 7.7% 11.7% Claimant Race/Ethnicity MA Pop White 70.1% 84.5% Hispanic or Latino 13.4% 6.8% Black/African American 11.0% 5.4% Asian 3.8% 3.8% Amer. Indian/Alaskan Native/Hawaiian Native 0.7% 0.2% More than one race 4.4% Do not wish to respond 10.0% Claimants by Previous Occupations (Top 5) Management 8,419 13.4% Transportation and Material Moving 8,054 12.8% Office and Admin Support 7,461 11.9% Food Prep and Serving 5315 8.2% Construction and Extraction 4,839 7.7% Claimants by Previous Industries (Top 5) Health Care and Social Assistance 6.785 10.8% Accommodation & Food Services 6,008 9.6% Transportation & Warehousing 5,830 9.3% Professional, Scientific, Technical Services 5,609 8.9% Admin & Support, Waste Mgmt & Remediation 5,579 8.9%

Labor Demand: Job Posting Data Q2 2017 (Apr June, 2017) 197,329 New, Unique Job Postings Data Sources: Local Area Unemployment Statistics (LAUS) Help Wanted Online data* (online job postings) * Data are based on an aggregation of online job board postings and may not accurately represent labor demand, particularly for those industries/employers (such as construction) that rely on other forms of talent recruitment. 3 Workforce Area (by job posting volume) Online Job Postings by Workforce Area Labor Force % of MA Labor Force Job Postings % Postings (Q2 2017) Statewide Q1 2017 Job Postings Qtr to Qtr Change (Q1 to Q2 2017) Boston 375,054 10.22% 41,445 21.00% 47,005-5,560 Metro South/West 519,709 14.16% 32,444 16.44% 35,771-3,327 Metro North 464,286 12.65% 27,088 13.73% 30,576-3,488 Central MA 314,884 8.58% 12,273 6.22% 13,902-1,629 South Shore 296,293 8.07% 9,333 4.73% 9,523-190 Hampden County 226,526 6.17% 8,931 4.53% 7,775 1,156 North Shore 231,677 6.31% 7,832 3.97% 7,917-85 Lower Merrimack Valley 185,019 5.04% 6,448 3.27% 7,310-862 Greater Lowell 155,515 4.24% 5,923 3.00% 7,157-1,234 Bristol County 192,843 5.25% 4,617 2.34% 4,862-245 Franklin/Hampshire 137,048 3.73% 3,768 1.91% 3,189 579 Brockton 133,455 3.64% 3,460 1.75% 3,669-209 North Central 135,622 3.69% 3,402 1.72% 3,679-277 Berkshire County 65,400 1.78% 3,095 1.57% 2,468 627 Greater New Bedford 116,243 3.17% 2,519 1.28% 3,003-484 Cape & Islands 121,219 3.30% 2,217 1.12% 2,705-488 Unavailable 0.00% 22,534 11.42% 25,224-2,690 Total 3,670,800 100.00% 197,329 100.00% 215,735-18,406 Online Job Postings by Occupational Group Occupational Group (by job posting volume) Job Postings (Q2 2017) % Postings Statewide Qtr to Qtr Change (Q1 to Q2 2017) Medical / Health 28,179 14.28% -6,399 Sales / Biz. Development 27,238 13.80% -306 Information Technology 21,449 10.87% -2,333 Operations / Logistics 17,580 8.91% -935 Administration / Clerical 13,540 6.86% -1,220 Education / Training 11,538 5.85% 2,002 Finance / Accounting 10,694 5.42% -1,904 Hospitality / Services 9,792 4.96% -2,204 Marketing / PR 8,262 4.19% -1,041 Engineering / QA 6,137 3.11% -1,385 Social Services 6,065 3.07% -780 Maintenance / Repair 4,811 2.44% -265 Executive Management 4,664 2.36% -808 Creative / Talent 4,596 2.33% -302 Security 3,589 1.82% 1,103 Science / R&D 3,469 1.76% -585 Human Resources 3,440 1.74% -529 Manufacturing / Resources 3,023 1.53% -279 Facilities / Construction 2,852 1.45% -844 Legal 717 0.36% -224 Unavailable 5,694 2.89% 832 Total 197,329 100.00% -18,406

Labor Demand: Job Posting Data Q2 2017 (Apr June, 2017) Occupation Heavy and Tractor-Trailer Truck Drivers Job Postings (Q2 2017) 197,329 New, Unique Job Postings Median Wage Mean Wage Entry Wage Exp. Wage Avg. Educational Level 11,464 $48,050 $49,920 $36,070 $56,840 Postsecondary nondegree award Registered Nurses 6,662 $84,410 $89,060 $60,440 $103,370 Bachelor's degree First-Line Supervisors of Retail Sales Workers Top 20 Occupations by Job Posting Volume 6,062 $41,380 $46,660 $28,820 $55,590 Retail Salespersons 5,783 $23,760 $28,070 $21,410 $31,400 No formal educational credential Marketing Managers 5,210 $131,800 $142,040 $82,750 $171,690 Bachelor's degree Software Developers, Applications 4,949 $106,970 $110,410 $69,850 $130,690 Bachelor's degree Data Sources: Occupational Employment and Wage Statistics (OES) Help Wanted Online data* (online job postings) * Data are based on an aggregation of online job board postings and may not accurately represent labor demand, particularly for those industries/employers (such as construction) that rely on other forms of talent recruitment. 4 Computer Occupations, All Other 4,447 $91,710 $94,430 $57,820 $112,740 Bachelor's degree Social and Human Service Assistants First-Line Supervisors of Office and Administrative Support Workers Medical Scientists, Except Epidemiologists 3,535 $31,250 $35,750 $24,460 $41,400 3,439 $59,370 $62,590 $40,910 $73,430 3,326 $87,440 $94,590 $52,730 $115,520 Doctoral or professional degree Management Analysts 2,911 $92,690 $105,950 $59,430 $129,210 Bachelor's degree Managers, All Other 2,786 $114,850 $126,420 $72,110 $153,580 Bachelor's degree Executive Secretaries and Executive Administrative Assistants 2,649 $59,070 $60,320 $41,110 $69,920 Customer Service Representatives 2,617 $39,230 $41,830 $27,830 $48,830 Security Guards 2,495 $29,300 $31,530 $23,560 $35,520 Computer User Support Specialists 2,455 $58,730 $62,430 $40,190 $73,550 Some college, no degree Computer Systems Analysts 2,432 $89,730 $93,990 $64,090 $108,950 Bachelor's degree Industrial Engineers 2,274 $95,800 $99,640 $68,650 $115,140 Bachelor's degree Accountants and Auditors 2,261 $74,500 $82,420 $52,550 $97,360 Bachelor's degree Medical and Health Services Managers 2,048 $103,360 $121,260 $68,760 $147,510 Bachelor's degree

Labor Demand: Job Posting Data Q2 2017 (Apr June, 2017) 197,329 New Unique Job Postings Data Sources: Help Wanted Online data* (online job postings) * Data are based on an aggregation of online job board postings and may not accurately represent labor demand, particularly for those industries/employers (such as construction) that rely on other forms of talent recruitment. 5 Top 20 Fastest Growing Jobs (Q1 to Q2 2017) Occupation Q1 2017 Q2 2017 Gain Retail Salespersons 4,688 5,783 1,095 First-Line Supervisors of Retail Sales Workers 4,991 6,062 1,071 Security Guards 1,447 2,495 1,048 Cashiers 920 1,957 1,037 Elementary School Teachers, Except Special Education 734 1,249 515 Light Truck or Delivery Services Drivers 764 1,123 359 Secondary School Teachers, Except Special and Career/Technical Education 894 1,228 334 Preschool Teachers, Except Special Education 1,018 1,339 321 Middle School Teachers, Except Special and Career/Technical Education 540 822 282 Merchandise Displayers and Window Trimmers 806 1,050 244 Pharmacy Technicians 556 775 219 Educational, Guidance, School, and Vocational Counselors 551 767 216 Coaches and Scouts 461 638 177 Teacher Assistants 1,072 1,218 146 Stock Clerks and Order Fillers 1,597 1,741 144 Advertising Sales Agents 723 851 128 Laborers and Freight, Stock, and Material Movers, Hand Secretaries and Administrative Assistants, Except Legal, Medical, and Executive First-Line Supervisors of Production and Operating Workers 600 673 73 714 775 61 1,096 1,117 21 Demonstrators and Product Promoters 879 899 20 Occupation Q1 2017 Q2 2017 Loss Registered Nurses 8,181 6,662-1,519 Heavy and Tractor-Trailer Truck Drivers 12,817 11,464-1,353 Nursing Assistants 1,827 1,185-642 Medical and Health Services Managers 2,648 2,048-600 Real Estate Sales Agents 723 130-593 Medical Scientists, Except Epidemiologists 3,913 3,326-587 First-Line Supervisors of Food Preparation and Serving Workers Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products 2,403 1,866-537 1,939 1,403-536 Social and Human Service Assistants 4,017 3,535-482 Marketing Managers 5,659 5,210-449 Accountants and Auditors 2,696 2,261-435 Insurance Sales Agents 1,179 750-429 Industrial Engineers 2,685 2,274-411 Managers, All Other 3,191 2,786-405 Sales Representatives, Services, All Other 1,819 1,418-401 Web Developers 1,881 1,485-396 Computer Occupations, All Other 4,841 4,447-394 Market Research Analysts and Marketing Specialists Top 20 Declining Jobs (Q1 to Q2 2017) 2,366 2,001-365 Software Developers, Applications 5,310 4,949-361 Sales Managers 2,354 1,999-355 Based on HWOL top 100 job postings (by volume) for each reference quarter

Labor Demand: Job Gain/Loss by Industry (Q1to Q2 2017) 3,151,133 Total Jobs Data Source: Current Employment Statistics 6 Industry Group Job Gains and Losses by Industry # Jobs Q1 2017 # Jobs Q2 2017 Change % Change Admin & Support, Waste Man & Remediation 181,233 185,167 3,933 2.17% Educational Services 164,167 166,933 2,767 1.69% Arts, Entertainment, and Recreation 56,367 57,233 867 1.54% PROFESSIONAL, SCIENTIFIC & BUSINESS SERV 556,000 562,267 6,267 1.13% OTHER SERVICES 136,833 138,367 1,533 1.12% Professional, Scientific, Technical Serv 309,500 312,333 2,833 0.92% EDUCATION AND HEALTH SERVICES 794,900 799,567 4,667 0.59% Real Estate and Rental and Leasing 46,300 46,567 267 0.58% FINANCIAL ACTIVITIES 227,867 228,833 967 0.42% Finance and Insurance 181,567 182,267 700 0.39% Nondurable Goods 87,533 87,833 300 0.34% Health Care and Social Assistance 630,733 632,633 1,900 0.30% RETAIL TRADE 358,300 358,500 200 0.06% INFORMATION 89,900 89,867-33 -0.04% TRADE, TRANSPORTATION, AND UTILITIES 578,500 577,967-533 -0.09% MANUFACTURING 244,200 243,933-267 -0.11% TRANSPORTATION, WAREHOUSING & UTILITIES 95,667 95,367-300 -0.31% Durable Goods 156,667 156,100-567 -0.36% LEISURE AND HOSPITALITY 362,433 360,733-1,700-0.47% Management of Companies and Enterprises 65,267 64,767-500 -0.77% Accommodation and Food Services 306,067 303,500-2,567-0.84% CONSTRUCTION 149,967 148,533-1,433-0.96% MINING, LOGGING AND CONSTRUCTION 151,067 149,600-1,467-0.97% NATURAL RESOURCES AND MINING 1,100 1,067-33 -3.03% Total Jobs 3,141,700 3,151,133 9,433 0.30%

Glossary of Terms 7 Industry : A collection of businesses that are engaged in the same or similar principal business activities, such as providing a type of good or service. Labor Force: Residents of a selected area that are employed or unemployed and looking for work, and their characteristics. Labor Force Participation Rate: Percentage of the working age population who are either employed or actively looking for work. Occupation: A set of activities or tasks that employees are paid to perform. Occupational Group: Grouping of occupations by common functional areas. Unemployed: Individuals who are jobless, actively seeking work, and are available to take a job. Unemployment Rate: Percentage of the labor force that is unemployed.

Data Sources 8 American Community Survey (ACS): On going statistical survey by the US Census that captures data on America's population, workforce and housing. Current Employment Statistics (CES): A monthly survey conducted by the Bureau of Labor Statistics that provides employment, hours, and earnings estimates based on payroll records of business establishments. Help Wanted On-Line (HWOL): The Conference Board s analytics tool that aggregates online job posting data and enables users to measure labor demand in terms of advertised vacancies. Data may not accurately represent labor demand, particularly for those industries/employers (such as construction) that do not rely on online job boards to recruit talent. Local Area Unemployment Statistics (LAUS): Produces employment, unemployment, and labor force estimates for census regions and divisions, states, counties, metropolitan areas, and many cities, by place of residence. Produced monthly and annually. Occupational Employment Statistics (OES): Provides data estimates for employment and wages for up to 800 occupations based on a survey of approximately 33,000 employers. It is classified using Standard Occupation Codes (SOC) and is produced annually. Quarterly Census of Employment and Wages (QCEW): A count of employers and their employment and wages by business activity, North American Industry Classification (NAICS) and area. It covers 98 percent of employment and is available at the national, state, workforce area, city and town level. Produced Quarterly. UI Claimant Data: Aggregated data of those who are collecting Massachusetts Unemployment Insurance and who do not have a definite return to work date.