Hot Jobs | WMW Jobs

The Hot Jobs! List

If you’re in the market for a new job, this is the list for you. The Hot Jobs! list can help guide you to new employment in a high-demand career. We’ve analyzed online job posting data and surveyed employers to create a list of the 100 highest-growing and most in-demand jobs in West Michigan.

You can find a key to the list and methodology information below.

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SOC Title	Job Title	Median Wage	Recommended Credential
11-9041.00 Architectural, Engineering Managers	Engineering Manager	54.18	Bachelor’s degree and 5+ years work experience
	Project Manager	58.17	Bachelor’s degree, certification and 5+ years work experience
	Solutions Design Manager	58.17	Bachelor’s degree and 5+ years work experience
	Director of Engineering	58.17	Bachelor’s degree and 5+ years work experience
47-2021.00 Brickmasons, Blockmasons	Bricklayer	25.85	Apprenticeship
49-3031.00 Bus and Truck Mechanics, Diesel Engine Specialists	Diesel Mechanic	22.07	Certification and long-term OJT
	Heavy Equipment Mechanic	22.07	Certification and long-term OJT
51-7011.00 Cabinet Makers, Bench Carpenters	Cabinet Maker	18.31	Moderate-term OJT or apprenticeship
	Custom Cabinet Maker	18.31	Moderate-term OJT or apprenticeship
	Woodworker	18.31	Moderate-term OJT or apprenticeship
47-2031.00 Carpenters	Carpenter	22.18	Apprenticeship
	Carpenters Apprentice	15.95	Apprenticeship
	Commericial Carpenter	24.9	Apprenticeship
47-2051.00 Cement Masons, Concrete Finishers	Concrete Finisher	21.38	Apprenticeship
	Concrete Laborer	21.38	Apprenticeship
	Structural Engineer	37.78	Bachelor’s degree
17-2051.00 Civil Engineers	Civil Engineer	32.62	Bachelor’s degree
	Transportation Engineer	37.78	Bachelor’s degree
	Horizontal Construction Engineer	37.78	Bachelor’s degree
	Technical Engineer	37.78	Bachelor’s degree
47-2061.00 Construction Laborers	Construction Laborer	15.12	No formal educational requirement
11-9021.00 Construction Managers	Project Manager	36.4	Bachelor’s degree and 5+ years work experience
	Construction Superintendent	43.2	Bachelor’s degree and 10+ years work experience
49-9051.00 Electrical Power-Line Installers and Repairers	Journeyman Lineman	40.91	Apprenticeship and license
	Distribution Technician	40.91	Apprenticeship and license
	Lineman	32.03	Apprenticeship and license
47-2111.00 Electricians	Electrician	17.21	Apprenticeship or technical school and license
	Journeyman Electrician	28.06	Apprenticeship or technical school and license
	Maintenance Electrician	24.16	Apprenticeship and license
	Master Electrician	31.2	Apprenticeship or technical school, license and 4+ years work experience
	Licensed Electrician	24.16	Apprenticeship and license
37-1012.00 First-Line Supervisors of Landscaping, Lawn Service and Groundskeeping Workers	Landscape Foreman	24.58	2+ years work experience
	Landscape Crew Leader	18.51	No formal educational requirement
	Maintenance Supervisor	34.88	5+ years work experience
	Maintenance Manager	34.89	5+ years work experience
	Assistant Fleet Manager	34.89	5+ years work experience
	Maintenance Lead	29.31	5+ years work experience
49-9021.00 Heating, Air Conditioning and Refrigeration Mechanics and Installers	HVAC Technician	28.32	Certification and long-term OJT
	HVAC Installer	25.57	Certification and long-term OJT
	HVAC Apprentice	19.47	Certification and long-term OJT
	Commercial HVAC Service Technician	28.32	Certification and long-term OJT
53-3032.00 Heavy and Tractor-Trailer Truck Drivers	CDL Truck Driver	19.82	Commercial driver's license (CDL A)
	Heavy Equipment Operator	22.4	Certification and moderate-term OJT
47-2073.00 Operating Engineers and Other Construction Equipment Operators	Heavy Construction Equipment Operator	22.4	Certification and moderate-term OJT
	Landfill Heavy Equipment Operator	22.4	Certification and moderate-term OJT
47-2152.00 Plumbers, Pipefitters, Steamfitters	Plumber	20.01	Apprenticeship and license
	Service Plumber	23	Apprenticeship and license
	Master Plumber	23	Apprenticeship, license and 5+ years work experience
	Journeyman Plumber	23	Apprenticeship and license
	Pipefitter Journeyman	23	Apprenticeship and license
47-2181.00 Roofers	Roofer	15.59	No formal educational requirement
	Lead Roofer	18.73	No formal educational requirement
49-2098.00 Security and Fire Alarm Systems Installers	Fire Alarm Technician	23.16	Certification
	Security Installation Technician	23.16	Certification
47-1011.00 First-Line Supervisors of Construction and Extraction Workers	Plumber Foreman	28.07	5+ years work experience
	Concrete Foreman	28.07	5+ years work experience
	Construction Crew Member	28.07	5+ years work experience
	Carpenter Foreman	29.36	5+ years work experience

SOC Title	Job Title	Median Wage	Recommended Credential
21-1021.00 Child, Family and School Social Workers	Social Worker	23.58	Master's degree and license or limited license*
	Safety Advocate	23.58	High school diploma*
	Autism Consultant	23.58	High school diploma*
21-1094.00 Community Health Workers	Community Health Worker	21.99	Certification
31-9091.00 Dental Assistants	Orthodontic Assistant	21.3	High school diploma*
	Dental Assistant	21.3	License*
29-1292.00 Dental Hygienists	Dental Hygienist	30.19	Associate degree and license*
29-2041.00 Emergency Medical Technicians and Paramedics	Emergency Medical Technician	14.85	Certification and license*
	Emergency Department Technician	14.85	High school diploma or certification or license*
	Paramedic	19.69	Certification and license*
29-1062.00 Family and General Practitioners	Family Medicine Physician	119.72	Doctoral degree*
	Physician	119.72	Doctoral degree*
21-1022.00 Health Care Social Workers	Social Worker	23.57	Master's degree and license or limited license*
29-2061.00 Licensed Practical and Licensed Vocational Nurses	Licensed Practical Nurse	22	License*
	Licensed Vocational Nurse	22	License*
	Home Health Licensed Practical Nurse	22	License*
31-9011.00 Massage Therapists	Massage Therapist	21.63	License*
29-2011.00 Medical and Clinical Laboratory Technologists	Medical Technologist/ Medical Laboratory Technician	20.69	Bachelor’s degree and license *
	Laboratory Technician	20.69	Bachelor’s degree and license *
11-9111.00 Medical and Health Services Managers	Director of Nursing	42.73	Bachelor’s degree, license and 5+ years work experience*
	Nursing Home Administrator	39.22	Bachelor’s degree, license and 5+ years work experience*
	Assistant Director of Nursing	34.59	Bachelor’s degree, license and 5+ years work experience*
31-9092.00 Medical Assistants	Medical Assistant	15.98	Certification*
29-2072.00 Medical Records and Health Information Technicians	Medical Records Clerk	15.36	Certification*
	Billing/Coding	15.36	Certification or bachelor's degree*
	Inpatient Coder	19.5	Certification or bachelor's degree*
43-6013.00 Medical Secretaries	Patient Services Representative Associate	16.34	High school diploma*
	Scheduling Coordinator	17.4	High school diploma*
	Medical Secretary	16.34	High school diploma*
21-1023.00 Mental Health and Substance Abuse Social Workers	Outpatient Therapist	25.02	Master's degree and license*
	Licensed Therapist	25.02	Master's degree and license*
	Licensed Clinical Social Worker	25.02	Bachelor’s degree and license*
	Substance Use Disorder Counselor	25.02	Bachelor’s degree and license*
	Behavioral Health Clinician	25.02	Bachelor’s degree and license*
21-1014.00 Mental Health Counselors	Behavioral Health Therapist	21.26	Master's degree and license or limited license*
	Crisis Counselor	21.26	Bachelor’s degree and license*
29-1171.00 Nurse Practitioners	Nurse Practitioner	49.57	Master's degree and license*
31-1131.00 Nursing Assistants	Certified Nursing Assistant	14.13	Certification and license*
	Patient Care Technician	14.13	High school diploma*
29-1122.00 Occupational Therapists	Occupational Therapist	33.03	Master’s degree and license*
31-2011.00 Occupational Therapy Assistants	Certified Occupational Therapy Assistant	24.83	Certification and license*
	Occupational Therapy Assistant	24.83	Certification and license*
29-2052.00 Pharmacy Technicians	Pharmacy Technician	15.58	Certification and license*
	Pharmacy Technician Specialist	15.58	Certification and license*
31-9097.00 Phlebotomists	Phlebotomist	16.68	License*
	Phlebotomy Technician, Lab Assistant	16.68	License*
31-2021.00 Physical Therapist Assistants	Physical Therapist Assistant	25.74	Associate degree and license*
	Rehabilitation Technician	25.74	Associate degree and license*
29-1123.00 Physical Therapists	Physical Therapist	40.03	Doctoral degree and license*
29-1071.00 Physician Assistants	Physician Assistant	50.75	Master's degree and license*
29-1229 Physicians and Surgeons, All Other	Physician	100.83	Doctoral degree, license and residency*
29-2034.00 Radiologic Technologists	Computed Tomography Technologist	25.75	Associate degree and license*
	Radiology Technologist	25.75	Associate degree and license*
	Ultrasound Technologist	25.75	Associate degree and license*
	Mammography Technologist	25.75	Associate degree and license*
29-1141.00 Registered Nurses	Registered Nurse	31.9	Bachelor’s degree and license*
29-1126.00 Respiratory Therapists	Respiratory Therapist	27.88	Associate degree and license*
11-9151.00 Social and Community Service Managers	Program Director	34.71	Bachelor’s degree and 5+ years work experience*
	Executive Director	34.71	Bachelor’s degree and 5+ years work experience*
	Service Manager	34.71	Bachelor’s degree and 5+ years work experience*
29-2055.00 Surgical Technologists	Surgical Technologist	20.82	Associate degree and license*

SOC Title	Job Title	Median Wage	Recommended Credential
11-3021.00 Computer and Information Systems Managers	IT Manager	46.6	Bachelor's degree and 5+ years work experience
	Director of IT	63.31	Bachelor's degree and 5+ years work experience
	IT Project Manager	52.68	Bachelor's degree and 5+ years work experience
	Analytics Manager	52.68	Bachelor's degree and 5+ years work experience
15-1152.00 Computer Network Support Specialists	Network Services Specialist	25.17	Bachelor's degree or certification
	Network Technician	25.17	Bachelor's degree or certification
	Noc Technician	25.17	Bachelor's degree or certification a
15-1151.00 Computer User Support Specialists	IT Help Desk/Desktop Support	22.62	Postsecondary non-degree award or certification
	Field Service/Installation Technician	23.39	Postsecondary non-degree award or certification
15-1242.00 Database Administrators	Database Administrator	35.74	Bachelor's degree and 5+ years of experience
15-1132.00 Developers	Software Engineer	34.11	Bachelor's degree
	Software Developer	40.78	Bachelor's degree
	Application Developer	30.52	Bachelor's degree
27-1024.00 Graphic Designers	Graphic Designer	25.86	Bachelor's degree
	Digital Designer	23.28	Bachelor's degree
	UX/UI Designer	28.91	Bachelor's degree
15-1122.00 Information Security Analysts	Pen Tester	37.57	Bachelor's degree
	Cybersecurity Architect	37.57	Bachelor's degree
	Security Engineer	37.57	Bachelor's degree
15-1244.00 Network and Computer Systems Administrators	Network Engineer	32.79	Bachelor's degree
	Systems Administrator	32.87	Bachelor's degree
	IT Support Engineer	30.77	Bachelor's degree
	Network Architect	33.12	Bachelor's degree
	Network Administrator	34.85	Bachelor's degree
15-1254.00 Web Developers	Front End Developer	27.43	Bachelor's degree
	Web Developer	27.43	Bachelor's degree

SOC Title	Job Title	Median Wage	Recommended Credential
51-9192.00 Cleaning, Washing and Metal Pickling Equipment Operators and Tenders	Filler Operator	14.92	High school diploma and short-term OJT
	Parts Cleaner	14.92	High school diploma and short-term OJT
	Sanitation Technician	14.92	High school diploma and short-term OJT
27-1021.00 Commercial and Industrial Designers	CAD Designer	19.21	Certification
	CAD Designer II	25.1	Certification and 2+ years of work experience
	CAD Designer III	30.1	Certification and 5+ years of work experience
	Package Designer	29.48	Certification and 2+ years of work experience
51-9162.00 Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic	CNC Operator	20.18	Certification and moderate-term OJT
	CNC Programmer	25.37	Certification and moderate-term OJT
	CNC Router Operator	25.37	Certification and moderate-term OJT
	CMM Programmer	25.52	Certification and moderate-term OJT
51-9032.00 Cutting and Slicing Machine Setters, Operators, and Tenders	Die Cutter Operator	16.71	High school diploma and short-term OJT
	Glass Cutter	16.71	High school diploma and short-term OJT
	Concrete Cutting Operator	16.71	High school diploma and short-term OJT
17-2071.00 Engineers: Electrical, Industrial, Mechanical	Controls Engineer	39.54	Bachelor’s degree
	Quality Engineer	35.58	Bachelor’s degree
	Electrical Engineer	35.34	Bachelor’s degree
	Mechanical Engineer	34.37	Bachelor’s degree
	Manufacturing Engineer	37.43	Bachelor’s degree
53-1021.00 First-Line Supervisors of Helpers, Laborers and Material Movers, Hand	Warehouse Supervisor	26.59	High school diploma and 5+ years of work experience
	Unit Supply Specialist/Warehouse Manager	25.5	High school diploma and 5+ years of work experience
51-3091.00 Food and Tobacco Roasting, Baking and Drying Machine Operators and Tenders	General Laborer	18	High school diploma or equivalent
	Warehouse Operator	14.59	High school diploma or equivalent
51-3092.00 Food Batchmakers	Dough Maker	17.73	High school diploma and short-term OJT
	Batch Maker	17.73	High school diploma and short-term OJT
	Mixer Operator	17.73	High school diploma and short-term OJT
51-3093.00 Food Cooking Machine Operators and Tenders	Booker	17.46	High school diploma and short-term OJT
	Food Truck Manager	17.46	High school diploma and short-term OJT
49-9041.00 Industrial Machinery Mechanics	Machine Repair Journeyman	24.95	Apprenticeship
	Field Service Technician	25.69	Apprenticeship
	Maintenance Mechanic	23.14	Apprenticeship
	Maintenance Millwright	23.14	Apprenticeship
53-7062.00 Laborers and Freight, Stock, and Material Movers, Hand	Warehouse Worker	18	High school diploma or equivalent
	Material Handler	18	High school diploma or equivalent
	Warehouse Production Worker	14.47	High school diploma or equivalent
	Warehouse Package Handler	14.47	High school diploma or equivalent
49-9071.00 Maintenance and Repair Workers, General	Maintenance Technician	23	Certification and moderate-term OJT
	Maintenance Shift Manager	29.31	Certification and moderate-term OJT
	Service Technician	17.51	Certification and moderate-term OJT
49-9044.00 Millwrights	Millwright	26.61	Apprenticeship
51-9023.00 Mixing and Blending Machine Setters, Operators and Tenders	Mixer	18.05	High school diploma and short-term OJT
	Blender	18.05	High school diploma and short-term OJT
	Shift Leader	18.05	High school diploma and short-term OJT
	Blending Operator	18.05	High school diploma and short-term OJT
51-4081.00 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic	Die Setter	25.33	Certification and moderate-term OJT
	Palletizer Operator	17.29	Certification and moderate-term OJT
51-9111.00 Packaging and Filling Machine Operators and Tenders	Machine Operator	16.35	Short-term OJT
	CNC Machine Operator	20.18	High school diploma and moderate-term OJT
	Packaging Operator	15.26	Short-term OJT
	Assembly and Machine Operator	15.26	High school diploma and short-term OJT
43-5061.00 Production, Planning and Expediting Clerks	Production Planner	28.75	Bachelor's degree
	Master Scheduler	33.89	Bachelor's degree and 5+ years of work experience
	Expeditor	21.73	Bachelor's degree
	Scheduler	24.15	Bachelor's degree
51-9012.00 Separating, Filtering, Clarifying, Precipitating and Still Machine Setters, Operators, Tenders	Head Brewer	17.22	Bachelor's degree

SOC Title	Job Title	Median Wage	Recommended Credential
13-2011.00 Accountants and Auditors	Accountant	27.64	Bachelor's degree and certification
	Staff Accountant	29.76	Bachelor's degree and certification
	Cost Accountant	28.36	Bachelor's degree and certification
	Controllers	29.76	Bachelor's degree and certification
	Tax Professional	29.76	Bachelor's degree and certification
11-3011.00 Administrative Services Managers	Maintenance Director	41.11	Bachelor’s degree and 5+ years work experience
	Director of Facilities	41.11	Bachelor’s degree and 5+ years work experience
	Facilities Manager	41.58	Bachelor’s degree and 5+ years work experience
	Business Office Manager	26.28	Bachelor’s degree and 5+ years work experience
43-3021.00 Billing and Posting Clerks	Billing Specialist	17.95	High school diploma and short-term OJT
	Billing Clerk	17.95	High school diploma and short-term OJT
13-1051.00 Cost Estimators	Estimator	31.23	Bachelor's degree
	Construction Estimator	34.56	Bachelor's degree
	Residential Estimator	28.33	Bachelor's degree
	Civil Estimator	28.33	Bachelor's degree
11-9033.00 Education Administrators	Vice President of Enrollment Management	39.55	Master's degree and 5+ years work experience
	Director of Admissions	39.55	Bachelor's degree and 5+ years work experience
	Client Director	39.55	Bachelor's degree and 5+ years work experience
	Dean of Arts and Science	39.55	Master's or doctorate degree, experience in field
	Program Director	39.55	Bachelor's degree and 5+ years work experience
21-1012.00 Educational, Guidance, School and Vocational Counselors	Admissions Counselor	26.06	Master's degree and certification
	Middle School Counselor	26.06	Master's degree and certification
	School Counselor	26.06	Master's degree and certification
	Career Coach	26.06	Master's degree and certification
25-2021.00 Elementary/Middle School Teachers, Except Special Education	Elementary Teacher	28.93	Bachelor’s degree and license
	Middle School Science Teacher	28.93	Bachelor’s degree and license
	Long-term Substitute Teacher	28.93	Bachelor’s degree and license
	Elementary School Teacher	28.93	Bachelor’s degree and license
	5th Grade Teacher	28.93	Bachelor’s degree and license
11-3031.00 Financial Managers	Tax Manager	51.72	Bachelor’s or master's degree and 5+ years work experience
	Chief Financial Officer	79.81	Bachelor’s or master's degree and 5+ years work experience
	Accounting Manager	38.46	Bachelor’s or master's degree and 5+ years work experience
	Controller	51.72	Bachelor’s or master's degree and 5+ years work experience
	Finance Manager	51.72	Bachelor’s or master's degree and 5+ years work experience
35-1012.00 First-Line Supervisors of Services	Shift Manager	17.28	High school diploma and moderate-term OJT
	Assistant Manager	17.28	High school diploma and moderate-term OJT
	Assistant Restaurant Manager	17.28	High school diploma and moderate-term OJT
	Department Manager	17.28	High school diploma and moderate-term OJT
	Shift Supervisor	17.28	High school diploma and moderate-term OJT
11-9051.00 Food Service Managers	Restaurant General Manager	28.19	High school diploma and 5+ years work experience
	General Manager	28.19	High school diploma and 5+ years work experience
11-1021.00 General and Operations Managers	General Manager	45.98	Bachelor's degree and 5+ years work experience
	Store Manager	23.06	Bachelor's degree and 5+ years work experience
	Operations Manager	45.98	Bachelor's degree and 5+ years work experience
	Branch Manager	45.98	Bachelor's degree and 5+ years work experience
	District Manager	45.98	Bachelor's degree and 5+ years work experience
13-1071.00 Human Resources Specialists	Recruiter	23.3	Bachelor's degree
	Human Resource Specialist	26.86	Bachelor's degree
43-9041.00 Insurance Claims and Policy Processing Clerks	Claims Processing Representative	19.57	High school diploma and short-term OJT
	Policy Processor	19.57	High school diploma and short-term OJT
	Claims Coordinator	19.57	High school diploma and short-term OJT
	Claims Associate	19.57	High school diploma and short-term OJT
41-3021.00 Insurance Sales Agents	Licensed Insurance Agent	27.91	Bachelor’s degree and license
	Licensed Life Insurance Agent	27.91	Bachelor’s degree and license
13-2072.00 Loan Officers	Mortgage Loan Originator	25.12	Bachelor’s degree and license
	Mortgage Underwriter	25.12	Bachelor’s degree and license
13-1111.00 Management Analysts	Business Analyst	36.67	Bachelor’s degree and 5+ years work experience
	Data Analyst	36.67	Bachelor’s degree and 5+ years work experience
	Senior Consultant	36.67	Bachelor’s degree and 5+ years work experience
	Solutions Consultant	36.67	Bachelor’s degree and 5+ years work experience
	Human Resource Business Partner	36.67	Bachelor’s degree and 5+ years work experience
13-1161.00 Market Research Analysts and Marketing Specialists	Marketing Specialist	21.25	Bachelor's degree
	Digital Marketing Specialist	27.04	Bachelor's degree
	Data Analyst (Market Research)	32.29	Bachelor's degree and 5+ years work experience
	Analytics and Insights Manager	27.04	Bachelor's degree and 5+ years work experience
13-2052.00 Personal Financial Advisors	Financial Advisor	33.97	Bachelor's degree, license, and long-term OJT
	Retirement Plan Consultant	33.97	Bachelor's degree, license, and long-term OJT
	Wealth Planner	33.97	Bachelor's degree, license, and long-term OJT
25-1199.00 Postsecondary Teachers, All Other	Adjunct Faculty	32.56	Master's or doctorate degree, experience in field
	New Hire Trainer	32.56	Master's or doctorate degree, experience in field
	Residential Instructor	32.56	Master's or doctorate degree, experience in field
11-9141.00 Property, Real Estate and Community Association Managers	Community Manager	31.4	High school diploma and 5+ years work experience
	Property Manager	31.4	High school diploma and 5+ years work experience
	Assistant Property Manager	18.93	High school diploma and 2+ years work experience
	Leasing Consultant	18.93	High school diploma or equivalent, short-term OJT
11-2022.00 Sales Managers	Commerical Sales Manager	44.71	Bachelor’s degree and 5+ years work experience
	Territory Manager	61.73	Bachelor’s degree and 5+ years work experience
	Sales Manager	44.71	Bachelor’s degree and 5+ years work experience
	Director of Sales	84.13	Bachelor’s degree and 5+ years work experience
	Regional Store Manager	57.69	Bachelor’s degree and 5+ years work experience
41-3099.00 Sales Representatives, Services, All Other	Sales Representative	28.85	High school diploma and moderate-term OJT

2020 Hot Jobs List Key

SOC Title: Standard Occupational Classification (SOC) title used to classify workers for the purpose of collecting, calculating or disseminating data. The titles in this report represent one or more detailed occupations; in some cases occupations with similar job duties, skills, education and training are grouped together.

Job Title: Local in-demand jobs that fall within the Standard Occupational Classification. These are the job titles used by West Michigan employers; job seekers can use the titles as a guide when searching for specific jobs.

Median Wage: Median wages tend to align with an employee that is mid-career, not entry level.

Recommended Credential: Training or preparation that local employers prefer that job seekers possess prior to employment in the field.

OJT (On-the-job training): Training or preparation received while working to learn the skills needed for that occupation (short-term: 1 month or less, moderate-term: between 1-12 months, long-term: more than 12 months).

Occupations that meet the criteria for West Michigan Works! training scholarships.

Occupations also in demand in the agriculture industry. The agriculture industry, including farming and food production, accounts for nearly 26,000 jobs and $300 million in labor income in the region.

METHODOLOGY

Data Collection
Occupational data was obtained from the analytical program, EMSI, survey results from The Employers’ Association (TEA) of West Michigan and the State of Michigan Bureau of Labor Market Information & Strategic Initiatives. Data and employer feedback were used to determine the industry focus for our region: manufacturing, health sciences, information technology, construction and energy, professional services, and agribusiness.

Criteria for Inclusion
Occupations on the Hot Jobs List must show a growth rate of at least 9% (the regional average) over 10 years; annual openings above industry averages; and wages at or above $13.75. The list was presented to West Michigan Works! staff and employers within the region’s industry talent councils for anecdotal feedback and insight into hiring needs.

Sources:
Economic Modeling Specialists International (EMSI), http://www.economicmodeling.com/data-sources/
The Employers’ Association (TEA) of West Michigan Wage and Salary Survey, https://www.teagr.org/teaimis/Members/Surveys/Survey_Home.aspx
O*Net O*NET OnLine. National Center for O*NET Development, http://www.onetonline.org/
Bureau of Labor Statistics, http://www.bls.gov/data/
Michigan DTMB Bureau of Labor Market Information and Strategic Initiatives, http://milmi.org/default.aspx

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