Wyoming Short-Term Occupational Projections, 2018-2020

Total, All Occupations

		Base Period	Projected	Change, 2018Q2-2020Q2		Types of Openings^b
SOC^a Code	SOC Title	2018Q2	2020Q2	N	%	Exits	Transfers	Change	Total	Typical Education	Work Experience	Job Training
00-0000	Total, All Occupations	294,461	300,165	5,704	1.9	27,753	37,801	5,704	71,258
11-0000	Management Occupations	15,519	15,894	375	2.4	938	1,493	375	2,806
11-1000	Top Executives	5,054	5,225	171	3.4	218	603	171	992
11-1011	Chief Executives	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	5 years or more	None
11-1021	General and Operations Managers	4,764	4,936	172	3.6	201	579	172	952	Bachelor's degree	5 years or more	None
11-1031	Legislators	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	Less than 5 years	None
11-2000	Advertising, Marketing, Promotions, Public Relations, and Sales Managers	258	271	13	5.0	12	32	13	57
11-2011	Advertising and Promotions Managers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	Less than 5 years	None
11-2021	Marketing Managers	34	36	2	5.9	2	4	2	8	Bachelor's degree	5 years or more	None
11-2022	Sales Managers	192	203	11	5.7	9	24	11	44	Bachelor's degree	Less than 5 years	None
11-2031	Public Relations and Fundraising Managers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	5 years or more	None
11-3000	Operations Specialties Managers	1,629	1,664	35	2.2	77	164	35	276
11-3011	Administrative Services Managers	221	224	3	1.4	13	22	3	38	Bachelor's degree	Less than 5 years	None
11-3021	Computer and Information Systems Managers	207	211	4	1.9	7	23	4	34	Bachelor's degree	5 years or more	None
11-3031	Financial Managers	579	595	16	2.8	27	58	16	101	Bachelor's degree	5 years or more	None
11-3051	Industrial Production Managers	277	281	4	1.4	13	25	4	42	Bachelor's degree	5 years or more	None
11-3061	Purchasing Managers	34	35	1	2.9	2	3	1	6	Bachelor's degree	5 years or more	None
11-3071	Transportation, Storage, and Distribution Managers	155	158	3	1.9	7	16	3	26	High school diploma or equivalent	5 years or more	None
11-3111	Compensation and Benefits Managers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	5 years or more	None
11-3121	Human Resources Managers	132	135	3	2.3	7	14	3	24	Bachelor's degree	5 years or more	None
11-3131	Training and Development Managers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	5 years or more	None
11-9000	Other Management Occupations	8,578	8,734	156	1.8	631	694	156	1,481
11-9013	Farmers, Ranchers, and Other Agricultural Managers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	5 years or more	None
11-9021	Construction Managers	564	563	-1	-0.2	26	50	-1	75	Bachelor's degree	None	Moderate-term on-the-job training
11-9031	Education Administrators, Preschool and Childcare Center/Program	119	117	-2	-1.7	7	11	-2	16	Bachelor's degree	Less than 5 years	None
11-9032	Education Administrators, Elementary and Secondary School	429	437	8	1.9	24	39	8	71	Master's degree	5 years or more	None
11-9033	Education Administrators, Postsecondary	114	117	3	2.6	6	11	3	20	Master's degree	Less than 5 years	None
11-9039	Education Administrators, All Other	64	64	0	0.0	4	6	0	10	Bachelor's degree	Less than 5 years	None
11-9041	Architectural and Engineering Managers	180	182	2	1.1	7	17	2	26	Bachelor's degree	5 years or more	None
11-9051	Food Service Managers	700	718	18	2.6	45	105	18	168	High school diploma or equivalent	Less than 5 years	None
11-9061	Funeral Service Managers	54	52	-2	-3.7	3	4	-2	5	Associate's degree	Less than 5 years	None
11-9071	Gaming Managers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	None
11-9081	Lodging Managers	411	423	12	2.9	28	54	12	94	High school diploma or equivalent	Less than 5 years	None
11-9111	Medical and Health Services Managers	683	698	15	2.2	38	67	15	120	Bachelor's degree	Less than 5 years	None
11-9121	Natural Sciences Managers	142	143	1	0.7	6	16	1	23	Bachelor's degree	5 years or more	None
11-9131	Postmasters and Mail Superintendents	90	87	-3	-3.3	5	7	-3	9	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
11-9141	Property, Real Estate, and Community Association Managers	488	496	8	1.6	41	33	8	82	High school diploma or equivalent	Less than 5 years	None
11-9151	Social and Community Service Managers	403	402	-1	-0.3	26	42	-1	67	Bachelor's degree	Less than 5 years	None
11-9161	Emergency Management Directors	38	38	0	0.0	3	3	0	6	Bachelor's degree	5 years or more	None
11-9199	Managers, All Other	1,946	1,967	21	1.1	106	164	21	291	Bachelor's degree	Less than 5 years	None
13-0000	Business and Financial Operations Occupations	8,998	9,169	171	1.9	538	1,047	171	1,756
13-1000	Business Operations Specialists	5,040	5,133	93	1.9	310	620	93	1,023
13-1011	Agents and Business Managers of Artists, Performers, and Athletes	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	Less than 5 years	None
13-1021	Buyers and Purchasing Agents, Farm Products	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	Moderate-term on-the-job training
13-1022	Wholesale and Retail Buyers, Except Farm Products	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	Moderate-term on-the-job training
13-1023	Purchasing Agents, Except Wholesale, Retail, and Farm Products	325	323	-2	-0.6	19	36	-2	53	Bachelor's degree	None	Moderate-term on-the-job training
13-1031	Claims Adjusters, Examiners, and Investigators	150	150	0	0.0	8	17	0	25	High school diploma or equivalent	None	Long-term on-the-job training
13-1032	Insurance Appraisers, Auto Damage	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	None	Moderate-term on-the-job training
13-1041	Compliance Officers	393	403	10	2.5	22	40	10	72	Bachelor's degree	None	Moderate-term on-the-job training
13-1051	Cost Estimators	246	249	3	1.2	16	32	3	51	Bachelor's degree	None	Moderate-term on-the-job training
13-1071	Human Resources Specialists	733	745	12	1.6	43	97	12	152	Bachelor's degree	None	None
13-1074	Farm Labor Contractors	1	1	0	0.0	0	0	0	0	No formal educational credential	Less than 5 years	Short-term on-the-job training
13-1075	Labor Relations Specialists	107	107	0	0.0	6	14	0	20	Bachelor's degree	Less than 5 years	None
13-1081	Logisticians	106	110	4	3.8	5	15	4	24	Bachelor's degree	None	None
13-1111	Management Analysts	440	461	21	4.8	29	47	21	97	Bachelor's degree	Less than 5 years	None
13-1121	Meeting, Convention, and Event Planners	215	217	2	0.9	16	32	2	50	Bachelor's degree	None	None
13-1131	Fundraisers	122	124	2	1.6	8	16	2	26	Bachelor's degree	None	None
13-1141	Compensation, Benefits, and Job Analysis Specialists	57	57	0	0.0	3	6	0	9	Bachelor's degree	Less than 5 years	None
13-1151	Training and Development Specialists	387	396	9	2.3	24	50	9	83	Bachelor's degree	Less than 5 years	None
13-1161	Market Research Analysts and Marketing Specialists	369	383	14	3.8	20	52	14	86	Bachelor's degree	None	None
13-1199	Business Operations Specialists, All Other	1,213	1,229	16	1.3	77	141	16	234	Bachelor's degree	None	None
13-2000	Financial Specialists	3,958	4,036	78	2.0	228	427	78	733
13-2011	Accountants and Auditors	1,984	2,024	40	2.0	118	231	40	389	Bachelor's degree	None	None
13-2021	Appraisers and Assessors of Real Estate	313	318	5	1.6	22	18	5	45	Bachelor's degree	None	Long-term on-the-job training
13-2031	Budget Analysts	109	111	2	1.8	6	10	2	18	Bachelor's degree	None	None
13-2041	Credit Analysts	43	43	0	0.0	2	5	0	7	Bachelor's degree	None	None
13-2051	Financial Analysts	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
13-2052	Personal Financial Advisors	265	276	11	4.2	13	26	11	50	Bachelor's degree	None	Long-term on-the-job training
13-2053	Insurance Underwriters	90	90	0	0.0	5	10	0	15	Bachelor's degree	None	Moderate-term on-the-job training
13-2061	Financial Examiners	28	28	0	0.0	2	3	0	5	Bachelor's degree	None	Long-term on-the-job training
13-2071	Credit Counselors	37	37	0	0.0	2	4	0	6	Bachelor's degree	None	Moderate-term on-the-job training
13-2072	Loan Officers	747	761	14	1.9	36	84	14	134	Bachelor's degree	None	Moderate-term on-the-job training
13-2081	Tax Examiners and Collectors, and Revenue Agents	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	Moderate-term on-the-job training
13-2082	Tax Preparers	59	61	2	3.4	7	6	2	15	High school diploma or equivalent	None	Moderate-term on-the-job training
13-2099	Financial Specialists, All Other	110	110	0	0.0	7	11	0	18	Bachelor's degree	None	Moderate-term on-the-job training
15-0000	Computer and Mathematical Occupations	2,738	2,802	64	2.3	99	265	64	428
15-1100	Computer Occupations	2,677	2,736	59	2.2	97	260	59	416
15-1121	Computer Systems Analysts	180	188	8	4.4	7	16	8	31	Bachelor's degree	None	None
15-1122	Information Security Analysts	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	Less than 5 years	None
15-1131	Computer Programmers	223	223	0	0.0	8	20	0	28	Bachelor's degree	None	None
15-1132	Software Developers, Applications	257	275	18	7.0	7	26	18	51	Bachelor's degree	None	None
15-1133	Software Developers, Systems Software	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
15-1134	Web Developers	150	157	7	4.7	6	16	7	29	Associate's degree	None	None
15-1141	Database Administrators	207	206	-1	-0.5	9	17	-1	25	Bachelor's degree	None	None
15-1142	Network and Computer Systems Administrators	521	527	6	1.2	15	49	6	70	Bachelor's degree	None	None
15-1143	Computer Network Architects	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	5 years or more	None
15-1151	Computer User Support Specialists	634	645	11	1.7	26	66	11	103	Some college, no degree	None	None
15-1152	Computer Network Support Specialists	227	231	4	1.8	9	24	4	37	Associate's degree	None	None
15-1199	Computer Occupations, All Other	144	145	1	0.7	6	13	1	20	Bachelor's degree	None	None
15-2000	Mathematical Science Occupations	61	66	5	8.2	2	5	5	12
15-2011	Actuaries	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	Long-term on-the-job training
15-2021	Mathematicians	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
15-2031	Operations Research Analysts	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
15-2041	Statisticians	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
17-0000	Architecture and Engineering Occupations	4,946	5,124	178	3.6	251	480	178	909
17-1000	Architects, Surveyors, and Cartographers	561	582	21	3.7	32	48	21	101
17-1011	Architects, Except Landscape and Naval	157	161	4	2.6	8	14	4	26	Bachelor's degree	None	Internship/residency
17-1012	Landscape Architects	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	Internship/residency
17-1021	Cartographers and Photogrammetrists	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
17-1022	Surveyors	261	272	11	4.2	16	22	11	49	Bachelor's degree	None	Internship/residency
17-2000	Engineers	2,944	3,060	116	3.9	126	271	116	513
17-2011	Aerospace Engineers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
17-2021	Agricultural Engineers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
17-2041	Chemical Engineers	92	95	3	3.3	4	8	3	15	Bachelor's degree	None	None
17-2051	Civil Engineers	836	851	15	1.8	37	83	15	135	Bachelor's degree	None	None
17-2061	Computer Hardware Engineers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
17-2071	Electrical Engineers	325	335	10	3.1	15	26	10	51	Bachelor's degree	None	None
17-2072	Electronics Engineers, Except Computer	97	100	3	3.1	4	8	3	15	Bachelor's degree	None	None
17-2081	Environmental Engineers	229	233	4	1.8	11	19	4	34	Bachelor's degree	None	None
17-2111	Health and Safety Engineers, Except Mining Safety Engineers and Inspectors	29	30	1	3.5	1	2	1	4	Bachelor's degree	None	None
17-2112	Industrial Engineers	194	198	4	2.1	9	16	4	29	Bachelor's degree	None	None
17-2131	Materials Engineers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
17-2141	Mechanical Engineers	235	244	9	3.8	10	20	9	39	Bachelor's degree	None	None
17-2151	Mining and Geological Engineers, Including Mining Safety Engineers	182	180	-2	-1.1	6	20	-2	24	Bachelor's degree	None	None
17-2171	Petroleum Engineers	569	635	66	11.6	22	56	66	144	Bachelor's degree	None	None
17-2199	Engineers, All Other	113	115	2	1.8	5	9	2	16	Bachelor's degree	None	None
17-3000	Drafters, Engineering Technicians, and Mapping Technicians	1,441	1,482	41	2.9	93	161	41	295
17-3011	Architectural and Civil Drafters	222	227	5	2.3	13	24	5	42	Associate's degree	None	None
17-3012	Electrical and Electronics Drafters	13	12	-1	-7.7	1	1	-1	1	Associate's degree	None	None
17-3013	Mechanical Drafters	78	85	7	9.0	5	9	7	21	Associate's degree	None	None
17-3019	Drafters, All Other	16	16	0	0.0	1	2	0	3	Associate's degree	None	None
17-3022	Civil Engineering Technicians	353	356	3	0.9	23	37	3	63	Associate's degree	None	None
17-3023	Electrical and Electronics Engineering Technicians	93	96	3	3.2	6	10	3	19	Associate's degree	None	None
17-3024	Electro-Mechanical Technicians	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	None
17-3025	Environmental Engineering Technicians	58	60	2	3.5	4	6	2	12	Associate's degree	None	None
17-3026	Industrial Engineering Technicians	24	24	0	0.0	2	3	0	5	Associate's degree	None	None
17-3027	Mechanical Engineering Technicians	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	None
17-3029	Engineering Technicians, Except Drafters, All Other	269	271	2	0.7	17	28	2	47	Associate's degree	None	None
17-3031	Surveying and Mapping Technicians	198	202	4	2.0	13	28	4	45	High school diploma or equivalent	None	Moderate-term on-the-job training
19-0000	Life, Physical, and Social Science Occupations	4,300	4,404	104	2.4	238	569	104	911
19-1000	Life Scientists	814	816	2	0.3	33	106	2	141
19-1011	Animal Scientists	11	11	0	0.0	1	2	0	3	Bachelor's degree	None	None
19-1012	Food Scientists and Technologists	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
19-1013	Soil and Plant Scientists	40	40	0	0.0	2	6	0	8	Bachelor's degree	None	None
19-1021	Biochemists and Biophysicists	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
19-1023	Zoologists and Wildlife Biologists	328	330	2	0.6	13	42	2	57	Bachelor's degree	None	None
19-1029	Biological Scientists, All Other	160	159	-1	-0.6	7	21	-1	27	Bachelor's degree	None	None
19-1031	Conservation Scientists	171	173	2	1.2	7	21	2	30	Bachelor's degree	None	None
19-1032	Foresters	59	59	0	0.0	2	7	0	9	Bachelor's degree	None	None
19-1041	Epidemiologists	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
19-1042	Medical Scientists, Except Epidemiologists	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
19-1099	Life Scientists, All Other	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
19-2000	Physical Scientists	935	950	15	1.6	41	125	15	181
19-2011	Astronomers	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
19-2012	Physicists	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
19-2021	Atmospheric and Space Scientists	73	75	2	2.7	4	7	2	13	Bachelor's degree	None	None
19-2031	Chemists	115	117	2	1.7	6	15	2	23	Bachelor's degree	None	None
19-2041	Environmental Scientists and Specialists, Including Health	466	470	4	0.9	20	64	4	88	Bachelor's degree	None	None
19-2042	Geoscientists, Except Hydrologists and Geographers	205	210	5	2.4	9	29	5	43	Bachelor's degree	None	None
19-2043	Hydrologists	32	34	2	6.3	1	5	2	8	Bachelor's degree	None	None
19-2099	Physical Scientists, All Other	30	30	0	0.0	1	4	0	5	Bachelor's degree	None	None
19-3000	Social Scientists and Related Workers	640	652	12	1.9	31	65	12	108
19-3011	Economists	48	48	0	0.0	1	5	0	6	Master's degree	None	None
19-3022	Survey Researchers	54	54	0	0.0	3	7	0	10	Master's degree	None	None
19-3031	Clinical, Counseling, and School Psychologists	253	257	4	1.6	13	19	4	36	Doctoral or professional degree	None	Internship/residency
19-3039	Psychologists, All Other	34	36	2	5.9	2	3	2	7	Master's degree	None	Internship/residency
19-3041	Sociologists	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
19-3051	Urban and Regional Planners	119	122	3	2.5	5	15	3	23	Master's degree	None	None
19-3091	Anthropologists and Archeologists	81	83	2	2.5	5	10	2	17	Master's degree	None	None
19-3092	Geographers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
19-3093	Historians	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
19-3099	Social Scientists and Related Workers, All Other	35	35	0	0.0	2	4	0	6	Bachelor's degree	None	None
19-4000	Life, Physical, and Social Science Technicians	1,911	1,986	75	3.9	133	273	75	481
19-4011	Agricultural and Food Science Technicians	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	Moderate-term on-the-job training
19-4021	Biological Technicians	237	239	2	0.8	12	32	2	46	Bachelor's degree	None	None
19-4031	Chemical Technicians	329	339	10	3.0	22	39	10	71	Associate's degree	None	Moderate-term on-the-job training
19-4041	Geological and Petroleum Technicians	343	396	53	15.5	20	53	53	126	Associate's degree	None	Moderate-term on-the-job training
19-4061	Social Science Research Assistants	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
19-4091	Environmental Science and Protection Technicians, Including Health	134	139	5	3.7	11	20	5	36	Associate's degree	None	None
19-4092	Forensic Science Technicians	49	49	0	0.0	4	7	0	11	Bachelor's degree	None	Moderate-term on-the-job training
19-4093	Forest and Conservation Technicians	624	625	1	0.2	50	93	1	144	Associate's degree	None	None
19-4099	Life, Physical, and Social Science Technicians, All Other	126	130	4	3.2	10	19	4	33	Associate's degree	None	None
21-0000	Community and Social Service Occupations	4,197	4,239	42	1.0	329	561	42	932
21-1000	Counselors, Social Workers, and Other Community and Social Service Specialists	4,128	4,170	42	1.0	322	552	42	916
21-1011	Substance Abuse and Behavioral Disorder Counselors	209	213	4	1.9	16	28	4	48	Bachelor's degree	None	None
21-1012	Educational, Guidance, School, and Vocational Counselors	582	598	16	2.8	43	77	16	136	Master's degree	None	None
21-1013	Marriage and Family Therapists	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	Internship/residency
21-1014	Mental Health Counselors	354	357	3	0.9	26	46	3	75	Master's degree	None	Internship/residency
21-1015	Rehabilitation Counselors	168	167	-1	-0.6	12	22	-1	33	Master's degree	None	None
21-1019	Counselors, All Other	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
21-1021	Child, Family, and School Social Workers	790	794	4	0.5	57	101	4	162	Bachelor's degree	None	None
21-1022	Healthcare Social Workers	186	192	6	3.2	14	24	6	44	Master's degree	None	Internship/residency
21-1023	Mental Health and Substance Abuse Social Workers	132	134	2	1.5	10	17	2	29	Master's degree	None	Internship/residency
21-1029	Social Workers, All Other	174	173	-1	-0.6	12	22	-1	33	Bachelor's degree	None	None
21-1091	Health Educators	201	204	3	1.5	18	30	3	51	Bachelor's degree	None	None
21-1092	Probation Officers and Correctional Treatment Specialists	180	179	-1	-0.6	11	19	-1	29	Bachelor's degree	None	Short-term on-the-job training
21-1093	Social and Human Service Assistants	871	873	2	0.2	78	125	2	205	High school diploma or equivalent	None	Short-term on-the-job training
21-1094	Community Health Workers	94	97	3	3.2	9	14	3	26	High school diploma or equivalent	None	Short-term on-the-job training
21-1099	Community and Social Service Specialists, All Other	138	138	0	0.0	12	20	0	32	Bachelor's degree	None	None
21-2000	Religious Workers	69	69	0	0.0	7	9	0	16
21-2011	Clergy	28	28	0	0.0	3	3	0	6	Bachelor's degree	None	Moderate-term on-the-job training
21-2021	Directors, Religious Activities and Education	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	Less than 5 years	None
21-2099	Religious Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
23-0000	Legal Occupations	1,854	1,892	38	2.1	97	142	38	277
23-1000	Lawyers, Judges, and Related Workers	1,063	1,080	17	1.6	42	46	17	105
23-1011	Lawyers	1,024	1,041	17	1.7	41	45	17	103	Doctoral or professional degree	None	None
23-1012	Judicial Law Clerks	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
23-1021	Administrative Law Judges, Adjudicators, and Hearing Officers	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	5 years or more	Short-term on-the-job training
23-1023	Judges, Magistrate Judges, and Magistrates	27	27	0	0.0	1	1	0	2	Doctoral or professional degree	5 years or more	Short-term on-the-job training
23-2000	Legal Support Workers	791	812	21	2.7	55	96	21	172
23-2011	Paralegals and Legal Assistants	531	551	20	3.8	36	72	20	128	Associate's degree	None	None
23-2091	Court Reporters	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	None	Short-term on-the-job training
23-2093	Title Examiners, Abstractors, and Searchers	200	200	0	0.0	14	18	0	32	High school diploma or equivalent	None	Moderate-term on-the-job training
23-2099	Legal Support Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	None
25-0000	Education, Training, and Library Occupations	19,669	20,017	348	1.8	1,767	1,664	348	3,779
25-1000	Postsecondary Teachers	2,578	2,644	66	2.6	190	198	66	454
25-1011	Business Teachers, Postsecondary	134	139	5	3.7	10	10	5	25	Doctoral or professional degree	None	None
25-1021	Computer Science Teachers, Postsecondary	36	36	0	0.0	3	3	0	6	Doctoral or professional degree	None	None
25-1022	Mathematical Science Teachers, Postsecondary	179	183	4	2.2	13	14	4	31	Doctoral or professional degree	None	None
25-1032	Engineering Teachers, Postsecondary	93	96	3	3.2	7	7	3	17	Doctoral or professional degree	None	None
25-1041	Agricultural Sciences Teachers, Postsecondary	72	73	1	1.4	5	6	1	12	Doctoral or professional degree	None	None
25-1042	Biological Science Teachers, Postsecondary	113	117	4	3.5	8	9	4	21	Doctoral or professional degree	None	None
25-1051	Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary	45	46	1	2.2	3	3	1	7	Doctoral or professional degree	None	None
25-1052	Chemistry Teachers, Postsecondary	35	36	1	2.9	3	3	1	7	Doctoral or professional degree	None	None
25-1053	Environmental Science Teachers, Postsecondary	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
25-1054	Physics Teachers, Postsecondary	25	25	0	0.0	2	2	0	4	Doctoral or professional degree	None	None
25-1061	Anthropology and Archeology Teachers, Postsecondary	17	18	1	5.9	1	1	1	3	Doctoral or professional degree	None	None
25-1062	Area, Ethnic, and Cultural Studies Teachers, Postsecondary	46	47	1	2.2	3	4	1	8	Doctoral or professional degree	None	None
25-1063	Economics Teachers, Postsecondary	28	28	0	0.0	2	2	0	4	Doctoral or professional degree	None	None
25-1064	Geography Teachers, Postsecondary	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
25-1065	Political Science Teachers, Postsecondary	35	35	0	0.0	3	3	0	6	Doctoral or professional degree	None	None
25-1066	Psychology Teachers, Postsecondary	47	49	2	4.3	4	4	2	10	Doctoral or professional degree	None	None
25-1067	Sociology Teachers, Postsecondary	17	18	1	5.9	1	1	1	3	Doctoral or professional degree	None	None
25-1069	Social Sciences Teachers, Postsecondary, All Other	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
25-1071	Health Specialties Teachers, Postsecondary	209	220	11	5.3	16	16	11	43	Doctoral or professional degree	Less than 5 years	None
25-1072	Nursing Instructors and Teachers, Postsecondary	118	123	5	4.2	9	9	5	23	Doctoral or professional degree	Less than 5 years	None
25-1081	Education Teachers, Postsecondary	80	82	2	2.5	6	6	2	14	Doctoral or professional degree	Less than 5 years	None
25-1082	Library Science Teachers, Postsecondary	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	None
25-1111	Criminal Justice and Law Enforcement Teachers, Postsecondary	38	39	1	2.6	3	3	1	7	Doctoral or professional degree	None	None
25-1112	Law Teachers, Postsecondary	24	25	1	4.2	2	2	1	5	Doctoral or professional degree	Less than 5 years	None
25-1113	Social Work Teachers, Postsecondary	15	16	1	6.7	1	1	1	3	Doctoral or professional degree	None	None
25-1121	Art, Drama, and Music Teachers, Postsecondary	171	176	5	2.9	13	13	5	31	Master's degree	None	None
25-1122	Communications Teachers, Postsecondary	60	61	1	1.7	4	5	1	10	Doctoral or professional degree	None	None
25-1123	English Language and Literature Teachers, Postsecondary	115	117	2	1.7	8	9	2	19	Doctoral or professional degree	None	None
25-1124	Foreign Language and Literature Teachers, Postsecondary	19	19	0	0.0	1	1	0	2	Doctoral or professional degree	None	None
25-1125	History Teachers, Postsecondary	25	26	1	4.0	2	2	1	5	Doctoral or professional degree	None	None
25-1126	Philosophy and Religion Teachers, Postsecondary	19	19	0	0.0	1	1	0	2	Doctoral or professional degree	None	None
25-1191	Graduate Teaching Assistants	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
25-1192	Home Economics Teachers, Postsecondary	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
25-1193	Recreation and Fitness Studies Teachers, Postsecondary	42	43	1	2.4	3	3	1	7	Doctoral or professional degree	None	None
25-1194	Vocational Education Teachers, Postsecondary	221	222	1	0.5	16	17	1	34	Bachelor's degree	Less than 5 years	None
25-1199	Postsecondary Teachers, All Other	446	455	9	2.0	33	34	9	76	Doctoral or professional degree	None	None
25-2000	Preschool, Primary, Secondary, and Special Education School Teachers	8,562	8,686	124	1.5	582	676	124	1,382
25-2011	Preschool Teachers, Except Special Education	697	689	-8	-1.2	60	74	-8	126	Associate's degree	None	None
25-2012	Kindergarten Teachers, Except Special Education	466	475	9	1.9	41	50	9	100	Bachelor's degree	None	None
25-2021	Elementary School Teachers, Except Special Education	2,915	2,966	51	1.8	194	218	51	463	Bachelor's degree	None	None
25-2022	Middle School Teachers, Except Special and Career/Technical Education	1,032	1,050	18	1.7	69	77	18	164	Bachelor's degree	None	None
25-2023	Career/Technical Education Teachers, Middle School	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	Less than 5 years	None
25-2031	Secondary School Teachers, Except Special and Career/Technical Education	1,916	1,946	30	1.6	118	144	30	292	Bachelor's degree	None	None
25-2032	Career/Technical Education Teachers, Secondary School	298	302	4	1.3	18	22	4	44	Bachelor's degree	Less than 5 years	None
25-2051	Special Education Teachers, Preschool	67	68	1	1.5	4	5	1	10	Bachelor's degree	None	None
25-2052	Special Education Teachers, Kindergarten and Elementary School	570	580	10	1.8	38	42	10	90	Bachelor's degree	None	None
25-2053	Special Education Teachers, Middle School	207	210	3	1.5	14	15	3	32	Bachelor's degree	None	None
25-2054	Special Education Teachers, Secondary School	319	324	5	1.6	21	23	5	49	Bachelor's degree	None	None
25-2059	Special Education Teachers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
25-3000	Other Teachers and Instructors	3,712	3,794	82	2.2	457	351	82	890
25-3011	Adult Basic and Secondary Education and Literacy Teachers and Instructors	60	60	0	0.0	7	6	0	13	Bachelor's degree	None	None
25-3021	Self-Enrichment Education Teachers	511	525	14	2.7	63	48	14	125	High school diploma or equivalent	Less than 5 years	None
25-3097	Teachers and Instructors, All Other, Except Substitute Teachers	225	229	4	1.8	28	21	4	53	Bachelor's degree	None	None
25-3098	Substitute Teachers	2,916	2,980	64	2.2	359	276	64	699	Bachelor's degree	None	None
25-4000	Librarians, Curators, and Archivists	1,029	1,046	17	1.7	129	98	17	244
25-4011	Archivists	14	16	2	14.3	1	2	2	5	Master's degree	None	None
25-4012	Curators	100	102	2	2.0	8	12	2	22	Master's degree	None	None
25-4013	Museum Technicians and Conservators	89	92	3	3.4	8	10	3	21	Bachelor's degree	None	None
25-4021	Librarians	387	392	5	1.3	43	29	5	77	Master's degree	None	None
25-4031	Library Technicians	439	444	5	1.1	69	45	5	119	Postsecondary non-degree award	None	None
25-9000	Other Education, Training, and Library Occupations	3,788	3,847	59	1.6	409	341	59	809
25-9011	Audio-Visual and Multimedia Collections Specialists	16	16	0	0.0	2	1	0	3	Bachelor's degree	Less than 5 years	None
25-9021	Farm and Home Management Advisors	152	154	2	1.3	15	13	2	30	Master's degree	None	None
25-9031	Instructional Coordinators	336	342	6	1.8	32	28	6	66	Master's degree	5 years or more	None
25-9041	Teacher Assistants	3,018	3,064	46	1.5	334	277	46	657	Some college, no degree	None	None
25-9099	Education, Training, and Library Workers, All Other	266	271	5	1.9	26	22	5	53	Bachelor's degree	None	None
27-0000	Arts, Design, Entertainment, Sports, and Media Occupations	3,979	4,016	37	0.9	328	473	37	838
27-1000	Art and Design Workers	1,139	1,154	15	1.3	91	109	15	215
27-1011	Art Directors	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	5 years or more	None
27-1012	Craft Artists	183	195	12	6.6	18	11	12	41	No formal educational credential	None	Long-term on-the-job training
27-1013	Fine Artists, Including Painters, Sculptors, and Illustrators	44	46	2	4.6	4	3	2	9	Bachelor's degree	None	Long-term on-the-job training
27-1014	Multimedia Artists and Animators	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
27-1019	Artists and Related Workers, All Other	26	26	0	0.0	3	2	0	5	No formal educational credential	None	Long-term on-the-job training
27-1021	Commercial and Industrial Designers	16	16	0	0.0	1	2	0	3	Bachelor's degree	None	None
27-1022	Fashion Designers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
27-1023	Floral Designers	193	190	-3	-1.6	14	22	-3	33	High school diploma or equivalent	None	Moderate-term on-the-job training
27-1024	Graphic Designers	373	365	-8	-2.1	26	41	-8	59	Bachelor's degree	None	None
27-1025	Interior Designers	51	52	1	2.0	4	6	1	11	Bachelor's degree	None	None
27-1026	Merchandise Displayers and Window Trimmers	93	99	6	6.5	7	11	6	24	High school diploma or equivalent	None	Short-term on-the-job training
27-1027	Set and Exhibit Designers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
27-2000	Entertainers and Performers, Sports and Related Workers	1,176	1,204	28	2.4	129	171	28	328
27-2012	Producers and Directors	131	130	-1	-0.8	7	16	-1	22	Bachelor's degree	Less than 5 years	None
27-2021	Athletes and Sports Competitors	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Long-term on-the-job training
27-2022	Coaches and Scouts	708	732	24	3.4	80	109	24	213	Bachelor's degree	None	None
27-2023	Umpires, Referees, and Other Sports Officials	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
27-2031	Dancers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Long-term on-the-job training
27-2032	Choreographers	255	258	3	1.2	32	36	3	71	High school diploma or equivalent	5 years or more	Long-term on-the-job training
27-2041	Music Directors and Composers	24	24	0	0.0	3	2	0	5	Bachelor's degree	Less than 5 years	None
27-2042	Musicians and Singers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Long-term on-the-job training
27-3000	Media and Communication Workers	1,044	1,032	-12	-1.2	67	128	-12	183
27-3011	Radio and Television Announcers	48	45	-3	-6.3	4	5	-3	6	Bachelor's degree	None	None
27-3012	Public Address System and Other Announcers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
27-3021	Broadcast News Analysts	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
27-3022	Reporters and Correspondents	192	180	-12	-6.3	11	25	-12	24	Bachelor's degree	None	None
27-3031	Public Relations Specialists	407	414	7	1.7	23	56	7	86	Bachelor's degree	None	None
27-3041	Editors	160	154	-6	-3.8	10	20	-6	24	Bachelor's degree	Less than 5 years	None
27-3042	Technical Writers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	Less than 5 years	Short-term on-the-job training
27-3043	Writers and Authors	122	122	0	0.0	10	10	0	20	Bachelor's degree	None	Long-term on-the-job training
27-3091	Interpreters and Translators	48	49	1	2.1	4	4	1	9	Bachelor's degree	None	None
27-3099	Media and Communication Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
27-4000	Media and Communication Equipment Workers	620	626	6	1.0	41	65	6	112
27-4011	Audio and Video Equipment Technicians	78	81	3	3.9	4	10	3	17	Postsecondary non-degree award	None	Short-term on-the-job training
27-4012	Broadcast Technicians	231	229	-2	-0.9	13	28	-2	39	Associate's degree	None	Short-term on-the-job training
27-4014	Sound Engineering Technicians	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	None	Short-term on-the-job training
27-4021	Photographers	215	220	5	2.3	19	15	5	39	High school diploma or equivalent	None	Long-term on-the-job training
27-4031	Camera Operators, Television, Video, and Motion Picture	73	73	0	0.0	4	9	0	13	Bachelor's degree	None	None
27-4099	Media and Communication Equipment Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
29-0000	Healthcare Practitioners and Technical Occupations	14,826	15,079	253	1.7	774	758	253	1,785
29-1000	Health Diagnosing and Treating Practitioners	9,548	9,734	186	2.0	468	395	186	1,049
29-1011	Chiropractors	110	108	-2	-1.8	4	2	-2	4	Doctoral or professional degree	None	None
29-1021	Dentists, General	296	294	-2	-0.7	11	4	-2	13	Doctoral or professional degree	None	None
29-1022	Oral and Maxillofacial Surgeons	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	Internship/residency
29-1023	Orthodontists	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	Internship/residency
29-1029	Dentists, All Other Specialists	12	12	0	0.0	0	0	0	0	Doctoral or professional degree	None	Internship/residency
29-1031	Dietitians and Nutritionists	96	98	2	2.1	6	6	2	14	Bachelor's degree	None	Internship/residency
29-1041	Optometrists	94	93	-1	-1.1	3	2	-1	4	Doctoral or professional degree	None	None
29-1051	Pharmacists	520	512	-8	-1.5	24	20	-8	36	Doctoral or professional degree	None	None
29-1061	Anesthesiologists	61	62	1	1.6	2	1	1	4	Doctoral or professional degree	None	Internship/residency
29-1062	Family and General Practitioners	284	283	-1	-0.4	8	6	-1	13	Doctoral or professional degree	None	Internship/residency
29-1063	Internists, General	60	61	1	1.7	2	1	1	4	Doctoral or professional degree	None	Internship/residency
29-1064	Obstetricians and Gynecologists	66	65	-1	-1.5	2	1	-1	2	Doctoral or professional degree	None	Internship/residency
29-1065	Pediatricians, General	45	45	0	0.0	1	1	0	2	Doctoral or professional degree	None	Internship/residency
29-1066	Psychiatrists	42	43	1	2.4	1	1	1	3	Doctoral or professional degree	None	Internship/residency
29-1067	Surgeons	116	117	1	0.9	3	3	1	7	Doctoral or professional degree	None	Internship/residency
29-1069	Physicians and Surgeons, All Other	401	404	3	0.8	12	9	3	24	Doctoral or professional degree	None	Internship/residency
29-1071	Physician Assistants	226	235	9	4.0	8	16	9	33	Master's degree	None	None
29-1081	Podiatrists	ND	ND	ND	ND	ND	ND	ND	ND	Doctoral or professional degree	None	Internship/residency
29-1122	Occupational Therapists	294	301	7	2.4	12	17	7	36	Master's degree	None	None
29-1123	Physical Therapists	452	465	13	2.9	18	19	13	50	Doctoral or professional degree	None	None
29-1124	Radiation Therapists	30	30	0	0.0	2	1	0	3	Associate's degree	None	None
29-1125	Recreational Therapists	46	46	0	0.0	3	2	0	5	Bachelor's degree	None	None
29-1126	Respiratory Therapists	223	235	12	5.4	11	10	12	33	Associate's degree	None	None
29-1127	Speech-Language Pathologists	316	319	3	1.0	12	20	3	35	Master's degree	None	Internship/residency
29-1128	Exercise Physiologists	25	26	1	4.0	1	1	1	3	Bachelor's degree	None	None
29-1129	Therapists, All Other	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
29-1131	Veterinarians	240	253	13	5.4	9	8	13	30	Doctoral or professional degree	None	None
29-1141	Registered Nurses	5,068	5,190	122	2.4	294	223	122	639	Bachelor's degree	None	None
29-1151	Nurse Anesthetists	40	41	1	2.5	1	3	1	5	Master's degree	None	None
29-1161	Nurse Midwives	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
29-1171	Nurse Practitioners	215	223	8	3.7	9	13	8	30	Master's degree	None	None
29-1181	Audiologists	28	29	1	3.6	1	1	1	3	Doctoral or professional degree	None	None
29-1199	Health Diagnosing and Treating Practitioners, All Other	56	57	1	1.8	5	1	1	7	Master's degree	None	None
29-2000	Health Technologists and Technicians	4,720	4,766	46	1.0	280	332	46	658
29-2011	Medical and Clinical Laboratory Technologists	291	294	3	1.0	18	18	3	39	Bachelor's degree	None	None
29-2012	Medical and Clinical Laboratory Technicians	167	169	2	1.2	10	10	2	22	Associate's degree	None	None
29-2021	Dental Hygienists	488	485	-3	-0.6	35	22	-3	54	Associate's degree	None	None
29-2031	Cardiovascular Technologists and Technicians	50	51	1	2.0	3	3	1	7	Associate's degree	None	None
29-2032	Diagnostic Medical Sonographers	73	76	3	4.1	4	4	3	11	Associate's degree	None	None
29-2033	Nuclear Medicine Technologists	25	26	1	4.0	1	1	1	3	Associate's degree	None	None
29-2034	Radiologic Technologists	411	418	7	1.7	21	21	7	49	Associate's degree	None	None
29-2035	Magnetic Resonance Imaging Technologists	36	37	1	2.8	2	2	1	5	Associate's degree	Less than 5 years	None
29-2041	Emergency Medical Technicians and Paramedics	717	726	9	1.3	25	59	9	93	Postsecondary non-degree award	None	None
29-2051	Dietetic Technicians	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	None
29-2052	Pharmacy Technicians	538	533	-5	-0.9	35	47	-5	77	High school diploma or equivalent	None	Moderate-term on-the-job training
29-2053	Psychiatric Technicians	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	Less than 5 years	Short-term on-the-job training
29-2054	Respiratory Therapy Technicians	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	None
29-2055	Surgical Technologists	179	184	5	2.8	12	16	5	33	Postsecondary non-degree award	None	None
29-2056	Veterinary Technologists and Technicians	240	253	13	5.4	16	22	13	51	Associate's degree	None	None
29-2057	Ophthalmic Medical Technicians	78	77	-1	-1.3	5	7	-1	11	Postsecondary non-degree award	None	None
29-2061	Licensed Practical and Licensed Vocational Nurses	684	684	0	0.0	48	48	0	96	Postsecondary non-degree award	None	None
29-2071	Medical Records and Health Information Technicians	342	350	8	2.3	20	21	8	49	Postsecondary non-degree award	None	None
29-2081	Opticians, Dispensing	238	236	-2	-0.8	16	18	-2	32	High school diploma or equivalent	None	Long-term on-the-job training
29-2091	Orthotists and Prosthetists	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	Internship/residency
29-2092	Hearing Aid Specialists	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
29-2099	Health Technologists and Technicians, All Other	78	80	2	2.6	4	5	2	11	Postsecondary non-degree award	None	None
29-9000	Other Healthcare Practitioners and Technical Occupations	558	579	21	3.8	26	31	21	78
29-9011	Occupational Health and Safety Specialists	388	402	14	3.6	18	22	14	54	Bachelor's degree	None	None
29-9012	Occupational Health and Safety Technicians	71	73	2	2.8	3	4	2	9	High school diploma or equivalent	None	Moderate-term on-the-job training
29-9091	Athletic Trainers	56	60	4	7.1	3	3	4	10	Bachelor's degree	None	None
29-9092	Genetic Counselors	ND	ND	ND	ND	ND	ND	ND	ND	Master's degree	None	None
29-9099	Healthcare Practitioners and Technical Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	None	None
31-0000	Healthcare Support Occupations	6,868	6,975	107	1.6	786	755	107	1,648
31-1000	Nursing, Psychiatric, and Home Health Aides	4,160	4,230	70	1.7	509	424	70	1,003
31-1011	Home Health Aides	899	930	31	3.5	111	92	31	234	High school diploma or equivalent	None	Short-term on-the-job training
31-1013	Psychiatric Aides	98	99	1	1.0	12	10	1	23	High school diploma or equivalent	None	Short-term on-the-job training
31-1014	Nursing Assistants	3,095	3,133	38	1.2	378	315	38	731	Postsecondary non-degree award	None	None
31-1015	Orderlies	68	68	0	0.0	8	7	0	15	High school diploma or equivalent	None	Short-term on-the-job training
31-2000	Occupational Therapy and Physical Therapist Assistants and Aides	395	402	7	1.8	37	58	7	102
31-2011	Occupational Therapy Assistants	80	81	1	1.3	8	12	1	21	Associate's degree	None	None
31-2012	Occupational Therapy Aides	15	15	0	0.0	2	2	0	4	High school diploma or equivalent	None	Short-term on-the-job training
31-2021	Physical Therapist Assistants	156	159	3	1.9	14	23	3	40	Associate's degree	None	None
31-2022	Physical Therapist Aides	144	147	3	2.1	13	21	3	37	High school diploma or equivalent	None	Short-term on-the-job training
31-9000	Other Healthcare Support Occupations	2,313	2,343	30	1.3	240	273	30	543
31-9011	Massage Therapists	196	200	4	2.0	26	14	4	44	Postsecondary non-degree award	None	None
31-9091	Dental Assistants	643	640	-3	-0.5	65	73	-3	135	Postsecondary non-degree award	None	None
31-9092	Medical Assistants	638	653	15	2.4	57	79	15	151	Postsecondary non-degree award	None	None
31-9093	Medical Equipment Preparers	87	90	3	3.5	11	11	3	25	High school diploma or equivalent	None	Moderate-term on-the-job training
31-9094	Medical Transcriptionists	85	82	-3	-3.5	11	8	-3	16	Postsecondary non-degree award	None	None
31-9095	Pharmacy Aides	39	38	-1	-2.6	5	5	-1	9	High school diploma or equivalent	None	Short-term on-the-job training
31-9096	Veterinary Assistants and Laboratory Animal Caretakers	138	144	6	4.4	16	26	6	48	High school diploma or equivalent	None	Short-term on-the-job training
31-9097	Phlebotomists	312	318	6	1.9	27	36	6	69	Postsecondary non-degree award	None	None
31-9099	Healthcare Support Workers, All Other	175	178	3	1.7	22	21	3	46	High school diploma or equivalent	None	None
33-0000	Protective Service Occupations	6,110	6,151	41	0.7	730	716	41	1,487
33-1000	Supervisors of Protective Service Workers	689	692	3	0.4	46	50	3	99
33-1011	First-Line Supervisors of Correctional Officers	107	104	-3	-2.8	6	7	-3	10	High school diploma or equivalent	Less than 5 years	None
33-1012	First-Line Supervisors of Police and Detectives	288	290	2	0.7	16	18	2	36	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
33-1021	First-Line Supervisors of Fire Fighting and Prevention Workers	127	128	1	0.8	9	8	1	18	Postsecondary non-degree award	Less than 5 years	Moderate-term on-the-job training
33-1099	First-Line Supervisors of Protective Service Workers, All Other	167	170	3	1.8	15	17	3	35	High school diploma or equivalent	Less than 5 years	None
33-2000	Fire Fighting and Prevention Workers	441	443	2	0.5	20	38	2	60
33-2011	Firefighters	432	434	2	0.5	19	37	2	58	Postsecondary non-degree award	None	Long-term on-the-job training
33-2021	Fire Inspectors and Investigators	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	5 years or more	Moderate-term on-the-job training
33-2022	Forest Fire Inspectors and Prevention Specialists	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
33-3000	Law Enforcement Workers	2,406	2,387	-19	-0.8	143	196	-19	320
33-3011	Bailiffs	26	26	0	0.0	2	2	0	4	High school diploma or equivalent	None	Moderate-term on-the-job training
33-3012	Correctional Officers and Jailers	906	880	-26	-2.9	63	80	-26	117	High school diploma or equivalent	None	Moderate-term on-the-job training
33-3021	Detectives and Criminal Investigators	165	166	1	0.6	9	12	1	22	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
33-3031	Fish and Game Wardens	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	Moderate-term on-the-job training
33-3041	Parking Enforcement Workers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
33-3051	Police and Sheriff's Patrol Officers	1,157	1,164	7	0.6	56	90	7	153	High school diploma or equivalent	None	Moderate-term on-the-job training
33-3052	Transit and Railroad Police	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
33-9000	Other Protective Service Workers	2,574	2,629	55	2.1	521	432	55	1,008
33-9011	Animal Control Workers	57	59	2	3.5	5	7	2	14	High school diploma or equivalent	None	Moderate-term on-the-job training
33-9021	Private Detectives and Investigators	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
33-9032	Security Guards	1,054	1,083	29	2.8	127	151	29	307	High school diploma or equivalent	None	Short-term on-the-job training
33-9091	Crossing Guards	162	170	8	4.9	46	13	8	67	No formal educational credential	None	Short-term on-the-job training
33-9092	Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers	401	407	6	1.5	112	85	6	203	No formal educational credential	None	Short-term on-the-job training
33-9093	Transportation Security Screeners	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
33-9099	Protective Service Workers, All Other	784	794	10	1.3	219	167	10	396	High school diploma or equivalent	None	Short-term on-the-job training
35-0000	Food Preparation and Serving Related Occupations	26,071	26,698	627	2.4	3,786	5,053	627	9,466
35-1000	Supervisors of Food Preparation and Serving Workers	2,599	2,665	66	2.5	227	500	66	793
35-1011	Chefs and Head Cooks	340	348	8	2.4	22	63	8	93	High school diploma or equivalent	5 years or more	None
35-1012	First-Line Supervisors of Food Preparation and Serving Workers	2,259	2,317	58	2.6	205	437	58	700	High school diploma or equivalent	Less than 5 years	None
35-2000	Cooks and Food Preparation Workers	7,124	7,249	125	1.8	905	1,170	125	2,200
35-2011	Cooks, Fast Food	1,052	1,052	0	0.0	123	168	0	291	No formal educational credential	None	Short-term on-the-job training
35-2012	Cooks, Institution and Cafeteria	1,351	1,358	7	0.5	159	217	7	383	No formal educational credential	None	Short-term on-the-job training
35-2013	Cooks, Private Household	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	Less than 5 years	None
35-2014	Cooks, Restaurant	2,903	2,999	96	3.3	346	472	96	914	No formal educational credential	Less than 5 years	Moderate-term on-the-job training
35-2015	Cooks, Short Order	304	303	-1	-0.3	36	49	-1	84	No formal educational credential	None	Short-term on-the-job training
35-2019	Cooks, All Other	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
35-2021	Food Preparation Workers	1,459	1,479	20	1.4	235	255	20	510	No formal educational credential	None	Short-term on-the-job training
35-3000	Food and Beverage Serving Workers	13,940	14,319	379	2.7	2,214	2,951	379	5,544
35-3011	Bartenders	2,314	2,355	41	1.8	225	536	41	802	No formal educational credential	None	Short-term on-the-job training
35-3021	Combined Food Preparation and Serving Workers, Including Fast Food	4,803	4,982	179	3.7	866	906	179	1,951	No formal educational credential	None	Short-term on-the-job training
35-3022	Counter Attendants, Cafeteria, Food Concession, and Coffee Shop	1,082	1,100	18	1.7	262	206	18	486	No formal educational credential	None	Short-term on-the-job training
35-3031	Waiters and Waitresses	5,571	5,711	140	2.5	835	1,279	140	2,254	No formal educational credential	None	Short-term on-the-job training
35-3041	Food Servers, Nonrestaurant	170	171	1	0.6	26	24	1	51	No formal educational credential	None	Short-term on-the-job training
35-9000	Other Food Preparation and Serving Related Workers	2,408	2,465	57	2.4	440	432	57	929
35-9011	Dining Room and Cafeteria Attendants and Bartender Helpers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
35-9021	Dishwashers	1,103	1,125	22	2.0	165	178	22	365	No formal educational credential	None	Short-term on-the-job training
35-9031	Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop	741	761	20	2.7	173	164	20	357	No formal educational credential	None	Short-term on-the-job training
35-9099	Food Preparation and Serving Related Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
37-0000	Building and Grounds Cleaning and Maintenance Occupations	14,260	14,731	471	3.3	1,782	1,820	471	4,073
37-1000	Supervisors of Building and Grounds Cleaning and Maintenance Workers	1,213	1,254	41	3.4	109	149	41	299
37-1011	First-Line Supervisors of Housekeeping and Janitorial Workers	794	815	21	2.6	81	97	21	199	High school diploma or equivalent	Less than 5 years	None
37-1012	First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers	419	439	20	4.8	28	52	20	100	High school diploma or equivalent	Less than 5 years	None
37-2000	Building Cleaning and Pest Control Workers	9,655	9,933	278	2.9	1,349	1,175	278	2,802
37-2011	Janitors and Cleaners, Except Maids and Housekeeping Cleaners	5,336	5,496	160	3.0	705	681	160	1,546	No formal educational credential	None	Short-term on-the-job training
37-2012	Maids and Housekeeping Cleaners	4,265	4,380	115	2.7	640	483	115	1,238	No formal educational credential	None	Short-term on-the-job training
37-2021	Pest Control Workers	54	57	3	5.6	4	11	3	18	High school diploma or equivalent	None	Moderate-term on-the-job training
37-3000	Grounds Maintenance Workers	3,392	3,544	152	4.5	324	496	152	972
37-3011	Landscaping and Groundskeeping Workers	2,896	3,033	137	4.7	277	424	137	838	No formal educational credential	None	Short-term on-the-job training
37-3012	Pesticide Handlers, Sprayers, and Applicators, Vegetation	275	282	7	2.6	26	40	7	73	High school diploma or equivalent	None	Moderate-term on-the-job training
37-3013	Tree Trimmers and Pruners	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
37-3019	Grounds Maintenance Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
39-0000	Personal Care and Service Occupations	10,437	10,572	135	1.3	1,594	1,554	135	3,283
39-1000	Supervisors of Personal Care and Service Workers	617	622	5	0.8	59	64	5	128
39-1011	Gaming Supervisors	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	None
39-1012	Slot Supervisors	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	None
39-1021	First-Line Supervisors of Personal Service Workers	553	558	5	0.9	53	50	5	108	High school diploma or equivalent	Less than 5 years	None
39-2000	Animal Care and Service Workers	491	508	17	3.5	65	78	17	160
39-2011	Animal Trainers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
39-2021	Nonfarm Animal Caretakers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
39-3000	Entertainment Attendants and Related Workers	1,028	1,061	33	3.2	217	239	33	489
39-3011	Gaming Dealers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
39-3021	Motion Picture Projectionists	18	18	0	0.0	2	3	0	5	No formal educational credential	None	Short-term on-the-job training
39-3031	Ushers, Lobby Attendants, and Ticket Takers	143	146	3	2.1	38	32	3	73	No formal educational credential	None	Short-term on-the-job training
39-3091	Amusement and Recreation Attendants	711	741	30	4.2	153	173	30	356	No formal educational credential	None	Short-term on-the-job training
39-3092	Costume Attendants	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
39-3093	Locker Room, Coatroom, and Dressing Room Attendants	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
39-3099	Entertainment Attendants and Related Workers, All Other	60	58	-2	-3.3	12	14	-2	24	High school diploma or equivalent	None	Short-term on-the-job training
39-4000	Funeral Service Workers	113	110	-3	-2.7	15	15	-3	27
39-4011	Embalmers	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	Long-term on-the-job training
39-4021	Funeral Attendants	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
39-4031	Morticians, Undertakers, and Funeral Directors	56	54	-2	-3.6	5	8	-2	11	Associate's degree	None	Long-term on-the-job training
39-5000	Personal Appearance Workers	922	912	-10	-1.1	120	92	-10	202
39-5012	Hairdressers, Hairstylists, and Cosmetologists	775	766	-9	-1.2	103	77	-9	171	Postsecondary non-degree award	None	None
39-5092	Manicurists and Pedicurists	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	None	None
39-5094	Skincare Specialists	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	None	None
39-6000	Baggage Porters, Bellhops, and Concierges	120	122	2	1.7	11	21	2	34
39-6011	Baggage Porters and Bellhops	64	65	1	1.6	6	11	1	18	High school diploma or equivalent	None	Short-term on-the-job training
39-6012	Concierges	56	57	1	1.8	5	10	1	16	High school diploma or equivalent	None	Moderate-term on-the-job training
39-7000	Tour and Travel Guides	369	385	16	4.3	66	64	16	146
39-7011	Tour Guides and Escorts	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
39-7012	Travel Guides	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
39-9000	Other Personal Care and Service Workers	6,777	6,852	75	1.1	1,041	981	75	2,097
39-9011	Childcare Workers	2,780	2,750	-30	-1.1	451	342	-30	763	High school diploma or equivalent	None	Short-term on-the-job training
39-9021	Personal Care Aides	2,048	2,114	66	3.2	332	250	66	648	High school diploma or equivalent	None	Short-term on-the-job training
39-9031	Fitness Trainers and Aerobics Instructors	797	824	27	3.4	106	162	27	295	High school diploma or equivalent	None	Short-term on-the-job training
39-9032	Recreation Workers	777	787	10	1.3	102	156	10	268	High school diploma or equivalent	None	Short-term on-the-job training
39-9041	Residential Advisors	291	291	0	0.0	39	58	0	97	High school diploma or equivalent	None	Short-term on-the-job training
39-9099	Personal Care and Service Workers, All Other	84	86	2	2.4	11	13	2	26	High school diploma or equivalent	None	Short-term on-the-job training
41-0000	Sales and Related Occupations	26,214	26,374	160	0.6	3,208	4,081	160	7,449
41-1000	Supervisors of Sales Workers	3,788	3,787	-1	0.0	277	502	-1	778
41-1011	First-Line Supervisors of Retail Sales Workers	3,438	3,422	-16	-0.5	253	462	-16	699	High school diploma or equivalent	Less than 5 years	None
41-1012	First-Line Supervisors of Non-Retail Sales Workers	350	365	15	4.3	24	40	15	79	High school diploma or equivalent	Less than 5 years	None
41-2000	Retail Sales Workers	17,181	17,152	-29	-0.2	2,535	2,880	-29	5,386
41-2011	Cashiers	6,819	6,729	-90	-1.3	1,272	1,241	-90	2,423	No formal educational credential	None	Short-term on-the-job training
41-2012	Gaming Change Persons and Booth Cashiers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
41-2021	Counter and Rental Clerks	1,040	1,075	35	3.4	111	155	35	301	No formal educational credential	None	Short-term on-the-job training
41-2022	Parts Salespersons	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
41-2031	Retail Salespersons	8,347	8,322	-25	-0.3	1,055	1,323	-25	2,353	No formal educational credential	None	Short-term on-the-job training
41-3000	Sales Representatives, Services	2,009	2,044	35	1.7	146	284	35	465
41-3011	Advertising Sales Agents	274	266	-8	-2.9	20	47	-8	59	High school diploma or equivalent	None	Moderate-term on-the-job training
41-3021	Insurance Sales Agents	740	760	20	2.7	61	81	20	162	High school diploma or equivalent	None	Moderate-term on-the-job training
41-3031	Securities, Commodities, and Financial Services Sales Agents	291	293	2	0.7	15	38	2	55	Bachelor's degree	None	Moderate-term on-the-job training
41-3041	Travel Agents	102	104	2	2.0	11	12	2	25	High school diploma or equivalent	None	Moderate-term on-the-job training
41-3099	Sales Representatives, Services, All Other	602	621	19	3.2	39	106	19	164	High school diploma or equivalent	None	Moderate-term on-the-job training
41-4000	Sales Representatives, Wholesale and Manufacturing	2,494	2,650	156	6.3	169	345	156	670
41-4011	Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products	332	349	17	5.1	22	46	17	85	Bachelor's degree	None	Moderate-term on-the-job training
41-4012	Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products	2,162	2,301	139	6.4	147	299	139	585	High school diploma or equivalent	None	Moderate-term on-the-job training
41-9000	Other Sales and Related Workers	742	741	-1	-0.1	81	70	-1	150
41-9011	Demonstrators and Product Promoters	34	36	2	5.9	7	5	2	14	No formal educational credential	None	Short-term on-the-job training
41-9012	Models	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	None
41-9021	Real Estate Brokers	44	44	0	0.0	5	3	0	8	High school diploma or equivalent	Less than 5 years	None
41-9022	Real Estate Sales Agents	511	512	1	0.2	52	40	1	93	High school diploma or equivalent	None	Moderate-term on-the-job training
41-9031	Sales Engineers	14	14	0	0.0	1	2	0	3	Bachelor's degree	None	Moderate-term on-the-job training
41-9041	Telemarketers	19	19	0	0.0	2	4	0	6	No formal educational credential	None	Short-term on-the-job training
41-9091	Door-to-Door Sales Workers, News and Street Vendors, and Related Workers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
41-9099	Sales and Related Workers, All Other	95	93	-2	-2.1	10	14	-2	22	High school diploma or equivalent	None	None
43-0000	Office and Administrative Support Occupations	36,271	36,404	133	0.4	3,818	4,298	133	8,249
43-1000	Supervisors of Office and Administrative Support Workers	1,947	1,950	3	0.2	151	225	3	379
43-1011	First-Line Supervisors of Office and Administrative Support Workers	1,947	1,950	3	0.2	151	225	3	379	High school diploma or equivalent	Less than 5 years	None
43-2000	Communications Equipment Operators	204	201	-3	-1.5	24	27	-3	48
43-2011	Switchboard Operators, Including Answering Service	161	160	-1	-0.6	20	21	-1	40	High school diploma or equivalent	None	Short-term on-the-job training
43-2021	Telephone Operators	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
43-2099	Communications Equipment Operators, All Other	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
43-3000	Financial Clerks	5,652	5,659	7	0.1	627	605	7	1,239
43-3011	Bill and Account Collectors	214	214	0	0.0	16	28	0	44	High school diploma or equivalent	None	Moderate-term on-the-job training
43-3021	Billing and Posting Clerks	571	581	10	1.8	49	63	10	122	High school diploma or equivalent	None	Moderate-term on-the-job training
43-3031	Bookkeeping, Accounting, and Auditing Clerks	3,353	3,373	20	0.6	416	323	20	759	Some college, no degree	None	Moderate-term on-the-job training
43-3041	Gaming Cage Workers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
43-3051	Payroll and Timekeeping Clerks	275	275	0	0.0	23	31	0	54	High school diploma or equivalent	None	Moderate-term on-the-job training
43-3061	Procurement Clerks	136	136	0	0.0	11	18	0	29	High school diploma or equivalent	None	Moderate-term on-the-job training
43-3071	Tellers	1,046	1,022	-24	-2.3	106	133	-24	215	High school diploma or equivalent	None	Short-term on-the-job training
43-3099	Financial Clerks, All Other	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
43-4000	Information and Record Clerks	7,325	7,397	72	1.0	771	1,049	72	1,892
43-4011	Brokerage Clerks	70	72	2	2.9	4	11	2	17	High school diploma or equivalent	None	Moderate-term on-the-job training
43-4021	Correspondence Clerks	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
43-4031	Court, Municipal, and License Clerks	525	528	3	0.6	47	41	3	91	High school diploma or equivalent	None	Moderate-term on-the-job training
43-4041	Credit Authorizers, Checkers, and Clerks	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
43-4051	Customer Service Representatives	1,395	1,399	4	0.3	143	210	4	357	High school diploma or equivalent	None	Short-term on-the-job training
43-4061	Eligibility Interviewers, Government Programs	283	280	-3	-1.1	22	26	-3	45	High school diploma or equivalent	None	Moderate-term on-the-job training
43-4071	File Clerks	178	173	-5	-2.8	22	21	-5	38	High school diploma or equivalent	None	Short-term on-the-job training
43-4081	Hotel, Motel, and Resort Desk Clerks	1,642	1,687	45	2.7	184	329	45	558	High school diploma or equivalent	None	Short-term on-the-job training
43-4111	Interviewers, Except Eligibility and Loan	279	282	3	1.1	30	35	3	68	High school diploma or equivalent	None	Short-term on-the-job training
43-4121	Library Assistants, Clerical	266	269	3	1.1	43	32	3	78	High school diploma or equivalent	None	Short-term on-the-job training
43-4131	Loan Interviewers and Clerks	476	486	10	2.1	35	56	10	101	High school diploma or equivalent	None	Short-term on-the-job training
43-4141	New Accounts Clerks	166	163	-3	-1.8	14	20	-3	31	High school diploma or equivalent	None	Moderate-term on-the-job training
43-4151	Order Clerks	63	62	-1	-1.6	6	8	-1	13	High school diploma or equivalent	None	Short-term on-the-job training
43-4161	Human Resources Assistants, Except Payroll and Timekeeping	189	187	-2	-1.1	16	25	-2	39	Associate's degree	None	None
43-4171	Receptionists and Information Clerks	1,219	1,229	10	0.8	152	162	10	324	High school diploma or equivalent	None	Short-term on-the-job training
43-4181	Reservation and Transportation Ticket Agents and Travel Clerks	171	175	4	2.3	15	21	4	40	High school diploma or equivalent	None	Short-term on-the-job training
43-4199	Information and Record Clerks, All Other	364	365	1	0.3	35	46	1	82	High school diploma or equivalent	None	Short-term on-the-job training
43-5000	Material Recording, Scheduling, Dispatching, and Distributing Workers	6,023	6,040	17	0.3	572	726	17	1,315
43-5011	Cargo and Freight Agents	50	54	4	8.0	3	5	4	12	High school diploma or equivalent	None	Short-term on-the-job training
43-5021	Couriers and Messengers	119	122	3	2.5	11	10	3	24	High school diploma or equivalent	None	Short-term on-the-job training
43-5031	Police, Fire, and Ambulance Dispatchers	296	297	1	0.3	21	32	1	54	High school diploma or equivalent	None	Moderate-term on-the-job training
43-5032	Dispatchers, Except Police, Fire, and Ambulance	302	313	11	3.6	22	33	11	66	High school diploma or equivalent	None	Moderate-term on-the-job training
43-5041	Meter Readers, Utilities	78	77	-1	-1.3	5	6	-1	10	High school diploma or equivalent	None	Short-term on-the-job training
43-5051	Postal Service Clerks	296	294	-2	-0.7	30	16	-2	44	High school diploma or equivalent	None	Short-term on-the-job training
43-5052	Postal Service Mail Carriers	436	434	-2	-0.5	34	25	-2	57	High school diploma or equivalent	None	Short-term on-the-job training
43-5053	Postal Service Mail Sorters, Processors, and Processing Machine Operators	147	145	-2	-1.4	12	8	-2	18	High school diploma or equivalent	None	Short-term on-the-job training
43-5061	Production, Planning, and Expediting Clerks	283	296	13	4.6	20	38	13	71	High school diploma or equivalent	None	Moderate-term on-the-job training
43-5071	Shipping, Receiving, and Traffic Clerks	631	653	22	3.5	50	76	22	148	High school diploma or equivalent	None	Short-term on-the-job training
43-5081	Stock Clerks and Order Fillers	3,258	3,227	-31	-1.0	354	462	-31	785	High school diploma or equivalent	None	Short-term on-the-job training
43-5111	Weighers, Measurers, Checkers, and Samplers, Recordkeeping	127	128	1	0.8	10	15	1	26	High school diploma or equivalent	None	Short-term on-the-job training
43-6000	Secretaries and Administrative Assistants	7,349	7,320	-29	-0.4	790	769	-29	1,530
43-6011	Executive Secretaries and Executive Administrative Assistants	673	646	-27	-4.0	71	69	-27	113	High school diploma or equivalent	Less than 5 years	None
43-6012	Legal Secretaries	445	436	-9	-2.0	47	46	-9	84	High school diploma or equivalent	None	Moderate-term on-the-job training
43-6013	Medical Secretaries	1,534	1,549	15	1.0	166	162	15	343	High school diploma or equivalent	None	Moderate-term on-the-job training
43-6014	Secretaries and Administrative Assistants, Except Legal, Medical, and Executive	4,697	4,689	-8	-0.2	506	492	-8	990	High school diploma or equivalent	None	Short-term on-the-job training
43-9000	Other Office and Administrative Support Workers	7,771	7,837	66	0.9	883	897	66	1,846
43-9011	Computer Operators	73	69	-4	-5.5	6	9	-4	11	High school diploma or equivalent	None	Moderate-term on-the-job training
43-9021	Data Entry Keyers	162	156	-6	-3.7	16	21	-6	31	High school diploma or equivalent	None	Short-term on-the-job training
43-9022	Word Processors and Typists	26	26	0	0.0	3	2	0	5	High school diploma or equivalent	None	Short-term on-the-job training
43-9031	Desktop Publishers	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	Short-term on-the-job training
43-9041	Insurance Claims and Policy Processing Clerks	637	654	17	2.7	55	72	17	144	High school diploma or equivalent	None	Moderate-term on-the-job training
43-9051	Mail Clerks and Mail Machine Operators, Except Postal Service	188	183	-5	-2.7	20	21	-5	36	High school diploma or equivalent	None	Short-term on-the-job training
43-9061	Office Clerks, General	6,432	6,499	67	1.0	759	739	67	1,565	High school diploma or equivalent	None	Short-term on-the-job training
43-9071	Office Machine Operators, Except Computer	83	83	0	0.0	7	11	0	18	High school diploma or equivalent	None	Short-term on-the-job training
43-9081	Proofreaders and Copy Markers	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	None
43-9199	Office and Administrative Support Workers, All Other	117	116	-1	-0.9	10	15	-1	24	High school diploma or equivalent	None	Short-term on-the-job training
45-0000	Farming, Fishing, and Forestry Occupations	2,175	2,247	72	3.3	164	491	72	727
45-1000	Supervisors of Farming, Fishing, and Forestry Workers	75	79	4	5.3	5	15	4	24
45-1011	First-Line Supervisors of Farming, Fishing, and Forestry Workers	75	79	4	5.3	5	15	4	24	High school diploma or equivalent	Less than 5 years	None
45-2000	Agricultural Workers	2,011	2,075	64	3.2	151	459	64	674
45-2011	Agricultural Inspectors	ND	ND	ND	ND	ND	ND	ND	ND	Bachelor's degree	None	Moderate-term on-the-job training
45-2021	Animal Breeders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
45-2041	Graders and Sorters, Agricultural Products	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
45-2091	Agricultural Equipment Operators	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
45-2092	Farmworkers and Laborers, Crop, Nursery, and Greenhouse	490	513	23	4.7	37	114	23	174	No formal educational credential	None	Short-term on-the-job training
45-2093	Farmworkers, Farm, Ranch, and Aquacultural Animals	1,260	1,295	35	2.8	93	291	35	419	No formal educational credential	None	Short-term on-the-job training
45-2099	Agricultural Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
45-4000	Forest, Conservation, and Logging Workers	89	93	4	4.5	8	17	4	29
45-4011	Forest and Conservation Workers	31	31	0	0.0	3	7	0	10	High school diploma or equivalent	None	Moderate-term on-the-job training
45-4021	Fallers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
45-4022	Logging Equipment Operators	49	53	4	8.2	4	9	4	17	High school diploma or equivalent	None	Moderate-term on-the-job training
45-4023	Log Graders and Scalers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
47-0000	Construction and Extraction Occupations	30,511	31,288	777	2.6	2,103	4,312	777	7,192
47-1000	Supervisors of Construction and Extraction Workers	2,780	2,882	102	3.7	181	357	102	640
47-1011	First-Line Supervisors of Construction Trades and Extraction Workers	2,780	2,882	102	3.7	181	357	102	640	High school diploma or equivalent	5 years or more	None
47-2000	Construction Trades Workers	20,107	19,957	-150	-0.8	1,398	2,609	-150	3,857
47-2011	Boilermakers	426	425	-1	-0.2	27	55	-1	81	High school diploma or equivalent	None	Apprenticeship
47-2021	Brickmasons and Blockmasons	260	255	-5	-1.9	15	29	-5	39	High school diploma or equivalent	None	Apprenticeship
47-2022	Stonemasons	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Apprenticeship
47-2031	Carpenters	4,101	4,040	-61	-1.5	280	452	-61	671	High school diploma or equivalent	None	Apprenticeship
47-2041	Carpet Installers	90	90	0	0.0	6	9	0	15	No formal educational credential	None	Short-term on-the-job training
47-2043	Floor Sanders and Finishers	51	51	0	0.0	3	5	0	8	No formal educational credential	None	Moderate-term on-the-job training
47-2044	Tile and Marble Setters	80	78	-2	-2.5	5	8	-2	11	No formal educational credential	None	Long-term on-the-job training
47-2051	Cement Masons and Concrete Finishers	722	719	-3	-0.4	55	98	-3	150	No formal educational credential	None	Moderate-term on-the-job training
47-2061	Construction Laborers	3,704	3,704	0	0.0	258	488	0	746	No formal educational credential	None	Short-term on-the-job training
47-2071	Paving, Surfacing, and Tamping Equipment Operators	138	138	0	0.0	9	19	0	28	High school diploma or equivalent	None	Moderate-term on-the-job training
47-2073	Operating Engineers and Other Construction Equipment Operators	3,943	3,940	-3	-0.1	301	553	-3	851	High school diploma or equivalent	None	Moderate-term on-the-job training
47-2081	Drywall and Ceiling Tile Installers	246	237	-9	-3.7	15	27	-9	33	No formal educational credential	None	Moderate-term on-the-job training
47-2082	Tapers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
47-2111	Electricians	2,390	2,357	-33	-1.4	165	353	-33	485	High school diploma or equivalent	None	Apprenticeship
47-2121	Glaziers	170	173	3	1.8	12	26	3	41	High school diploma or equivalent	None	Apprenticeship
47-2131	Insulation Workers, Floor, Ceiling, and Wall	261	252	-9	-3.5	14	39	-9	44	No formal educational credential	None	Short-term on-the-job training
47-2132	Insulation Workers, Mechanical	341	338	-3	-0.9	18	52	-3	67	High school diploma or equivalent	None	Apprenticeship
47-2141	Painters, Construction and Maintenance	907	893	-14	-1.5	61	90	-14	137	No formal educational credential	None	Moderate-term on-the-job training
47-2142	Paperhangers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Long-term on-the-job training
47-2151	Pipelayers	113	113	0	0.0	8	15	0	23	No formal educational credential	None	Short-term on-the-job training
47-2152	Plumbers, Pipefitters, and Steamfitters	1,368	1,372	4	0.3	99	183	4	286	High school diploma or equivalent	None	Apprenticeship
47-2161	Plasterers and Stucco Masons	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Long-term on-the-job training
47-2171	Reinforcing Iron and Rebar Workers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Apprenticeship
47-2181	Roofers	385	378	-7	-1.8	22	52	-7	67	No formal educational credential	None	Moderate-term on-the-job training
47-2211	Sheet Metal Workers	152	149	-3	-2.0	10	21	-3	28	High school diploma or equivalent	None	Apprenticeship
47-2221	Structural Iron and Steel Workers	150	149	-1	-0.7	9	22	-1	30	High school diploma or equivalent	None	Apprenticeship
47-2231	Solar Photovoltaic Installers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
47-3000	Helpers, Construction Trades	484	479	-5	-1.0	41	92	-5	128
47-3011	Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters	140	138	-2	-1.4	12	27	-2	37	No formal educational credential	None	Short-term on-the-job training
47-3012	Helpers--Carpenters	93	93	0	0.0	8	18	0	26	No formal educational credential	None	Short-term on-the-job training
47-3013	Helpers--Electricians	60	59	-1	-1.7	5	11	-1	15	High school diploma or equivalent	None	Short-term on-the-job training
47-3014	Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons	27	26	-1	-3.7	2	5	-1	6	No formal educational credential	None	Short-term on-the-job training
47-3015	Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters	106	106	0	0.0	9	20	0	29	High school diploma or equivalent	None	Short-term on-the-job training
47-3016	Helpers--Roofers	32	31	-1	-3.1	3	6	-1	8	No formal educational credential	None	Short-term on-the-job training
47-3019	Helpers, Construction Trades, All Other	26	26	0	0.0	2	5	0	7	No formal educational credential	None	Short-term on-the-job training
47-4000	Other Construction and Related Workers	1,739	1,749	10	0.6	145	217	10	372
47-4011	Construction and Building Inspectors	227	232	5	2.2	23	26	5	54	High school diploma or equivalent	5 years or more	Moderate-term on-the-job training
47-4021	Elevator Installers and Repairers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Apprenticeship
47-4031	Fence Erectors	324	325	1	0.3	22	48	1	71	No formal educational credential	None	Moderate-term on-the-job training
47-4041	Hazardous Materials Removal Workers	59	61	2	3.4	5	9	2	16	High school diploma or equivalent	None	Moderate-term on-the-job training
47-4051	Highway Maintenance Workers	883	881	-2	-0.2	75	101	-2	174	High school diploma or equivalent	None	Moderate-term on-the-job training
47-4061	Rail-Track Laying and Maintenance Equipment Operators	112	111	-1	-0.9	7	14	-1	20	High school diploma or equivalent	None	Moderate-term on-the-job training
47-4071	Septic Tank Servicers and Sewer Pipe Cleaners	104	108	4	3.9	11	15	4	30	High school diploma or equivalent	None	Moderate-term on-the-job training
47-4099	Construction and Related Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
47-5000	Extraction Workers	5,401	6,221	820	15.2	338	1,037	820	2,195
47-5011	Derrick Operators, Oil and Gas	379	447	68	17.9	20	77	68	165	No formal educational credential	None	Short-term on-the-job training
47-5012	Rotary Drill Operators, Oil and Gas	329	388	59	17.9	18	67	59	144	No formal educational credential	None	Moderate-term on-the-job training
47-5013	Service Unit Operators, Oil, Gas, and Mining	1,768	2,082	314	17.8	95	357	314	766	No formal educational credential	None	Moderate-term on-the-job training
47-5021	Earth Drillers, Except Oil and Gas	155	166	11	7.1	8	25	11	44	High school diploma or equivalent	None	Moderate-term on-the-job training
47-5031	Explosives Workers, Ordnance Handling Experts, and Blasters	222	242	20	9.0	22	33	20	75	High school diploma or equivalent	Less than 5 years	Long-term on-the-job training
47-5041	Continuous Mining Machine Operators	317	309	-8	-2.5	18	54	-8	64	No formal educational credential	None	Moderate-term on-the-job training
47-5042	Mine Cutting and Channeling Machine Operators	95	92	-3	-3.2	5	16	-3	18	High school diploma or equivalent	None	Moderate-term on-the-job training
47-5051	Rock Splitters, Quarry	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
47-5061	Roof Bolters, Mining	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
47-5071	Roustabouts, Oil and Gas	1,644	1,932	288	17.5	122	311	288	721	No formal educational credential	None	Moderate-term on-the-job training
47-5081	Helpers--Extraction Workers	256	299	43	16.8	16	51	43	110	High school diploma or equivalent	None	Moderate-term on-the-job training
47-5099	Extraction Workers, All Other	156	186	30	19.2	10	31	30	71	High school diploma or equivalent	None	Moderate-term on-the-job training
49-0000	Installation, Maintenance, and Repair Occupations	17,649	18,152	503	2.9	1,230	2,089	503	3,822
49-1000	Supervisors of Installation, Maintenance, and Repair Workers	1,684	1,724	40	2.4	110	176	40	326
49-1011	First-Line Supervisors of Mechanics, Installers, and Repairers	1,684	1,724	40	2.4	110	176	40	326	High school diploma or equivalent	Less than 5 years	None
49-2000	Electrical and Electronic Equipment Mechanics, Installers, and Repairers	1,197	1,203	6	0.5	73	160	6	239
49-2011	Computer, Automated Teller, and Office Machine Repairers	97	96	-1	-1.0	6	12	-1	17	Some college, no degree	None	Short-term on-the-job training
49-2021	Radio, Cellular, and Tower Equipment Installers and Repairers	66	63	-3	-4.6	4	9	-3	10	Associate's degree	None	Moderate-term on-the-job training
49-2022	Telecommunications Equipment Installers and Repairers, Except Line Installers	503	498	-5	-1.0	33	71	-5	99	Postsecondary non-degree award	None	Moderate-term on-the-job training
49-2091	Avionics Technicians	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	None
49-2092	Electric Motor, Power Tool, and Related Repairers	48	51	3	6.3	3	6	3	12	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
49-2093	Electrical and Electronics Installers and Repairers, Transportation Equipment	66	68	2	3.0	3	8	2	13	Postsecondary non-degree award	None	Long-term on-the-job training
49-2094	Electrical and Electronics Repairers, Commercial and Industrial Equipment	171	176	5	2.9	9	21	5	35	Postsecondary non-degree award	None	Long-term on-the-job training
49-2095	Electrical and Electronics Repairers, Powerhouse, Substation, and Relay	76	77	1	1.3	4	9	1	14	Postsecondary non-degree award	Less than 5 years	Moderate-term on-the-job training
49-2096	Electronic Equipment Installers and Repairers, Motor Vehicles	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
49-2097	Electronic Home Entertainment Equipment Installers and Repairers	81	81	0	0.0	6	11	0	17	Postsecondary non-degree award	None	Short-term on-the-job training
49-2098	Security and Fire Alarm Systems Installers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
49-3000	Vehicle and Mobile Equipment Mechanics, Installers, and Repairers	5,942	6,123	181	3.1	387	751	181	1,319
49-3011	Aircraft Mechanics and Service Technicians	200	206	6	3.0	13	18	6	37	Postsecondary non-degree award	None	None
49-3021	Automotive Body and Related Repairers	252	259	7	2.8	18	30	7	55	High school diploma or equivalent	None	Long-term on-the-job training
49-3022	Automotive Glass Installers and Repairers	52	53	1	1.9	4	6	1	11	High school diploma or equivalent	None	Moderate-term on-the-job training
49-3023	Automotive Service Technicians and Mechanics	1,747	1,777	30	1.7	111	213	30	354	Postsecondary non-degree award	None	Short-term on-the-job training
49-3031	Bus and Truck Mechanics and Diesel Engine Specialists	1,297	1,376	79	6.1	82	152	79	313	High school diploma or equivalent	None	Long-term on-the-job training
49-3041	Farm Equipment Mechanics and Service Technicians	111	121	10	9.0	7	15	10	32	High school diploma or equivalent	None	Long-term on-the-job training
49-3042	Mobile Heavy Equipment Mechanics, Except Engines	1,306	1,341	35	2.7	82	167	35	284	High school diploma or equivalent	None	Long-term on-the-job training
49-3043	Rail Car Repairers	211	214	3	1.4	13	27	3	43	High school diploma or equivalent	None	Long-term on-the-job training
49-3051	Motorboat Mechanics and Service Technicians	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Long-term on-the-job training
49-3052	Motorcycle Mechanics	99	100	1	1.0	8	12	1	21	Postsecondary non-degree award	None	Short-term on-the-job training
49-3053	Outdoor Power Equipment and Other Small Engine Mechanics	68	72	4	5.9	6	9	4	19	High school diploma or equivalent	None	Moderate-term on-the-job training
49-3091	Bicycle Repairers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
49-3092	Recreational Vehicle Service Technicians	58	58	0	0.0	4	10	0	14	High school diploma or equivalent	None	Long-term on-the-job training
49-3093	Tire Repairers and Changers	477	480	3	0.6	35	82	3	120	High school diploma or equivalent	None	Short-term on-the-job training
49-9000	Other Installation, Maintenance, and Repair Occupations	8,826	9,102	276	3.1	660	1,002	276	1,938
49-9011	Mechanical Door Repairers	19	19	0	0.0	1	2	0	3	High school diploma or equivalent	None	Moderate-term on-the-job training
49-9012	Control and Valve Installers and Repairers, Except Mechanical Door	334	340	6	1.8	17	33	6	56	High school diploma or equivalent	None	Moderate-term on-the-job training
49-9021	Heating, Air Conditioning, and Refrigeration Mechanics and Installers	457	456	-1	-0.2	25	61	-1	85	Postsecondary non-degree award	None	Long-term on-the-job training
49-9031	Home Appliance Repairers	73	71	-2	-2.7	7	6	-2	11	High school diploma or equivalent	None	Moderate-term on-the-job training
49-9041	Industrial Machinery Mechanics	2,213	2,362	149	6.7	154	237	149	540	High school diploma or equivalent	None	Long-term on-the-job training
49-9043	Maintenance Workers, Machinery	428	438	10	2.3	37	50	10	97	High school diploma or equivalent	None	Long-term on-the-job training
49-9044	Millwrights	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Apprenticeship
49-9051	Electrical Power-Line Installers and Repairers	404	411	7	1.7	21	43	7	71	High school diploma or equivalent	None	Long-term on-the-job training
49-9052	Telecommunications Line Installers and Repairers	109	110	1	0.9	5	16	1	22	High school diploma or equivalent	None	Long-term on-the-job training
49-9061	Camera and Photographic Equipment Repairers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Long-term on-the-job training
49-9062	Medical Equipment Repairers	73	76	3	4.1	6	7	3	16	Associate's degree	None	Moderate-term on-the-job training
49-9069	Precision Instrument and Equipment Repairers, All Other	39	38	-1	-2.6	3	4	-1	6	High school diploma or equivalent	None	Long-term on-the-job training
49-9071	Maintenance and Repair Workers, General	3,644	3,705	61	1.7	299	409	61	769	High school diploma or equivalent	None	Moderate-term on-the-job training
49-9081	Wind Turbine Service Technicians	147	179	32	21.8	12	19	32	63	Postsecondary non-degree award	None	Long-term on-the-job training
49-9091	Coin, Vending, and Amusement Machine Servicers and Repairers	94	95	1	1.1	8	13	1	22	High school diploma or equivalent	None	Short-term on-the-job training
49-9094	Locksmiths and Safe Repairers	30	32	2	6.7	3	3	2	8	High school diploma or equivalent	None	Long-term on-the-job training
49-9095	Manufactured Building and Mobile Home Installers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
49-9096	Riggers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
49-9097	Signal and Track Switch Repairers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
49-9098	Helpers--Installation, Maintenance, and Repair Workers	304	312	8	2.6	30	47	8	85	High school diploma or equivalent	None	Short-term on-the-job training
49-9099	Installation, Maintenance, and Repair Workers, All Other	181	185	4	2.2	13	21	4	38	High school diploma or equivalent	None	Moderate-term on-the-job training
51-0000	Production Occupations	12,811	13,092	281	2.2	951	1,869	281	3,101
51-1000	Supervisors of Production Workers	1,121	1,147	26	2.3	72	145	26	243
51-1011	First-Line Supervisors of Production and Operating Workers	1,121	1,147	26	2.3	72	145	26	243	High school diploma or equivalent	Less than 5 years	None
51-2000	Assemblers and Fabricators	734	741	7	1.0	62	106	7	175
51-2011	Aircraft Structure, Surfaces, Rigging, and Systems Assemblers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-2021	Coil Winders, Tapers, and Finishers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-2022	Electrical and Electronic Equipment Assemblers	68	66	-2	-2.9	7	9	-2	14	High school diploma or equivalent	None	Moderate-term on-the-job training
51-2023	Electromechanical Equipment Assemblers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-2031	Engine and Other Machine Assemblers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-2041	Structural Metal Fabricators and Fitters	76	78	2	2.6	5	11	2	18	High school diploma or equivalent	None	Moderate-term on-the-job training
51-2091	Fiberglass Laminators and Fabricators	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-2092	Team Assemblers	303	307	4	1.3	26	44	4	74	High school diploma or equivalent	None	Moderate-term on-the-job training
51-2099	Assemblers and Fabricators, All Other	198	202	4	2.0	17	29	4	50	High school diploma or equivalent	None	Moderate-term on-the-job training
51-3000	Food Processing Workers	829	802	-27	-3.3	87	126	-27	186
51-3011	Bakers	323	315	-8	-2.5	41	48	-8	81	No formal educational credential	None	Long-term on-the-job training
51-3021	Butchers and Meat Cutters	263	257	-6	-2.3	23	40	-6	57	No formal educational credential	None	Long-term on-the-job training
51-3022	Meat, Poultry, and Fish Cutters and Trimmers	67	61	-6	-9.0	6	10	-6	10	No formal educational credential	None	Short-term on-the-job training
51-3023	Slaughterers and Meat Packers	16	14	-2	-12.5	1	2	-2	1	No formal educational credential	None	Short-term on-the-job training
51-3091	Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
51-3092	Food Batchmakers	94	93	-1	-1.1	10	16	-1	25	High school diploma or equivalent	None	Moderate-term on-the-job training
51-3093	Food Cooking Machine Operators and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-3099	Food Processing Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
51-4000	Metal Workers and Plastic Workers	2,940	3,123	183	6.2	175	455	183	813
51-4011	Computer-Controlled Machine Tool Operators, Metal and Plastic	13	15	2	15.4	1	2	2	5	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4012	Computer Numerically Controlled Machine Tool Programmers, Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	None	Moderate-term on-the-job training
51-4023	Rolling Machine Setters, Operators, and Tenders, Metal and Plastic	22	23	1	4.6	1	3	1	5	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4031	Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic	29	30	1	3.5	2	4	1	7	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4032	Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4033	Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic	42	46	4	9.5	3	6	4	13	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4034	Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4035	Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4041	Machinists	597	652	55	9.2	43	81	55	179	High school diploma or equivalent	None	Long-term on-the-job training
51-4051	Metal-Refining Furnace Operators and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4052	Pourers and Casters, Metal	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4062	Patternmakers, Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4071	Foundry Mold and Coremakers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4072	Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic	70	73	3	4.3	5	11	3	19	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4121	Welders, Cutters, Solderers, and Brazers	2,063	2,174	111	5.4	113	331	111	555	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4122	Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4191	Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4192	Layout Workers, Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4193	Plating and Coating Machine Setters, Operators, and Tenders, Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-4194	Tool Grinders, Filers, and Sharpeners	10	11	1	10.0	1	2	1	4	High school diploma or equivalent	None	Moderate-term on-the-job training
51-5100	Printing Workers	213	207	-6	-2.8	20	27	-6	41
51-5111	Prepress Technicians and Workers	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	None	None
51-5112	Printing Press Operators	153	149	-4	-2.6	12	20	-4	28	High school diploma or equivalent	None	Moderate-term on-the-job training
51-5113	Print Binding and Finishing Workers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-6000	Textile, Apparel, and Furnishings Workers	991	987	-4	-0.4	129	124	-4	249
51-6011	Laundry and Dry-Cleaning Workers	709	704	-5	-0.7	95	95	-5	185	No formal educational credential	None	Short-term on-the-job training
51-6021	Pressers, Textile, Garment, and Related Materials	47	45	-2	-4.3	6	6	-2	10	No formal educational credential	None	Short-term on-the-job training
51-6031	Sewing Machine Operators	143	148	5	3.5	17	14	5	36	No formal educational credential	None	Short-term on-the-job training
51-6041	Shoe and Leather Workers and Repairers	17	16	-1	-5.9	2	2	-1	3	High school diploma or equivalent	None	Moderate-term on-the-job training
51-6052	Tailors, Dressmakers, and Custom Sewers	35	34	-1	-2.9	6	3	-1	8	No formal educational credential	None	Moderate-term on-the-job training
51-6061	Textile Bleaching and Dyeing Machine Operators and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
51-6062	Textile Cutting Machine Setters, Operators, and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-6063	Textile Knitting and Weaving Machine Setters, Operators, and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
51-6064	Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-6091	Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-6093	Upholsterers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-6099	Textile, Apparel, and Furnishings Workers, All Other	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
51-7000	Woodworkers	339	333	-6	-1.8	30	40	-6	64
51-7011	Cabinetmakers and Bench Carpenters	186	181	-5	-2.7	17	20	-5	32	High school diploma or equivalent	None	Moderate-term on-the-job training
51-7021	Furniture Finishers	26	26	0	0.0	3	2	0	5	High school diploma or equivalent	None	Short-term on-the-job training
51-7041	Sawing Machine Setters, Operators, and Tenders, Wood	82	82	0	0.0	7	12	0	19	High school diploma or equivalent	None	Moderate-term on-the-job training
51-7042	Woodworking Machine Setters, Operators, and Tenders, Except Sawing	45	44	-1	-2.2	3	6	-1	8	High school diploma or equivalent	None	Moderate-term on-the-job training
51-8000	Plant and System Operators	2,708	2,731	23	0.9	133	377	23	533
51-8012	Power Distributors and Dispatchers	79	79	0	0.0	4	10	0	14	High school diploma or equivalent	None	Long-term on-the-job training
51-8013	Power Plant Operators	343	348	5	1.5	17	42	5	64	High school diploma or equivalent	None	Long-term on-the-job training
51-8021	Stationary Engineers and Boiler Operators	76	76	0	0.0	5	11	0	16	High school diploma or equivalent	None	Long-term on-the-job training
51-8031	Water and Wastewater Treatment Plant and System Operators	423	419	-4	-1.0	24	45	-4	65	High school diploma or equivalent	None	Long-term on-the-job training
51-8091	Chemical Plant and System Operators	284	293	9	3.2	13	43	9	65	High school diploma or equivalent	None	Moderate-term on-the-job training
51-8092	Gas Plant Operators	479	479	0	0.0	22	72	0	94	High school diploma or equivalent	None	Long-term on-the-job training
51-8093	Petroleum Pump System Operators, Refinery Operators, and Gaugers	790	799	9	1.1	37	119	9	165	High school diploma or equivalent	None	Moderate-term on-the-job training
51-8099	Plant and System Operators, All Other	234	238	4	1.7	11	35	4	50	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9000	Other Production Occupations	2,936	3,021	85	2.9	243	469	85	797
51-9011	Chemical Equipment Operators and Tenders	76	78	2	2.6	4	12	2	18	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9012	Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders	294	293	-1	-0.3	16	46	-1	61	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9021	Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders	126	123	-3	-2.4	9	19	-3	25	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9022	Grinding and Polishing Workers, Hand	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
51-9023	Mixing and Blending Machine Setters, Operators, and Tenders	214	220	6	2.8	16	33	6	55	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9031	Cutters and Trimmers, Hand	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
51-9032	Cutting and Slicing Machine Setters, Operators, and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9041	Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9051	Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders	39	43	4	10.3	3	5	4	12	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9061	Inspectors, Testers, Sorters, Samplers, and Weighers	837	874	37	4.4	71	131	37	239	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9071	Jewelers and Precious Stone and Metal Workers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Long-term on-the-job training
51-9081	Dental Laboratory Technicians	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9082	Medical Appliance Technicians	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9083	Ophthalmic Laboratory Technicians	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9111	Packaging and Filling Machine Operators and Tenders	248	248	0	0.0	23	33	0	56	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9121	Coating, Painting, and Spraying Machine Setters, Operators, and Tenders	106	112	6	5.7	6	16	6	28	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9122	Painters, Transportation Equipment	104	107	3	2.9	6	16	3	25	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9123	Painting, Coating, and Decorating Workers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
51-9151	Photographic Process Workers and Processing Machine Operators	37	32	-5	-13.5	4	7	-5	6	High school diploma or equivalent	None	Short-term on-the-job training
51-9192	Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9193	Cooling and Freezing Equipment Operators and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9194	Etchers and Engravers	50	53	3	6.0	6	6	3	15	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9195	Molders, Shapers, and Casters, Except Metal and Plastic	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Long-term on-the-job training
51-9196	Paper Goods Machine Setters, Operators, and Tenders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9197	Tire Builders	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
51-9198	Helpers--Production Workers	548	579	31	5.7	60	107	31	198	High school diploma or equivalent	None	Short-term on-the-job training
51-9199	Production Workers, All Other	82	83	1	1.2	6	12	1	19	High school diploma or equivalent	None	Moderate-term on-the-job training
53-0000	Transportation and Material Moving Occupations	24,058	24,845	787	3.3	2,242	3,311	787	6,340
53-1000	Supervisors of Transportation and Material Moving Workers	1,117	1,165	48	4.3	74	157	48	279
53-1011	Aircraft Cargo Handling Supervisors	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	None
53-1021	First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	None
53-1031	First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators	827	856	29	3.5	54	116	29	199	High school diploma or equivalent	Less than 5 years	None
53-2000	Air Transportation Workers	306	310	4	1.3	19	39	4	62
53-2011	Airline Pilots, Copilots, and Flight Engineers	79	80	1	1.3	4	10	1	15	Bachelor's degree	Less than 5 years	Moderate-term on-the-job training
53-2012	Commercial Pilots	139	140	1	0.7	8	18	1	27	High school diploma or equivalent	None	Moderate-term on-the-job training
53-2021	Air Traffic Controllers	ND	ND	ND	ND	ND	ND	ND	ND	Associate's degree	None	Long-term on-the-job training
53-2022	Airfield Operations Specialists	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Long-term on-the-job training
53-2031	Flight Attendants	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
53-3000	Motor Vehicle Operators	12,340	12,825	485	3.9	1,231	1,474	485	3,190
53-3011	Ambulance Drivers and Attendants, Except Emergency Medical Technicians	31	31	0	0.0	4	5	0	9	High school diploma or equivalent	None	Moderate-term on-the-job training
53-3021	Bus Drivers, Transit and Intercity	184	185	1	0.5	29	15	1	45	High school diploma or equivalent	None	Moderate-term on-the-job training
53-3022	Bus Drivers, School or Special Client	1,381	1,380	-1	-0.1	217	113	-1	329	High school diploma or equivalent	None	Short-term on-the-job training
53-3031	Driver/Sales Workers	1,696	1,699	3	0.2	144	213	3	360	High school diploma or equivalent	None	Short-term on-the-job training
53-3032	Heavy and Tractor-Trailer Truck Drivers	6,462	6,854	392	6.1	565	837	392	1,794	Postsecondary non-degree award	None	Short-term on-the-job training
53-3033	Light Truck or Delivery Services Drivers	1,623	1,704	81	5.0	141	209	81	431	High school diploma or equivalent	None	Short-term on-the-job training
53-3041	Taxi Drivers and Chauffeurs	828	834	6	0.7	99	67	6	172	No formal educational credential	None	Short-term on-the-job training
53-3099	Motor Vehicle Operators, All Other	135	138	3	2.2	32	15	3	50	No formal educational credential	None	Short-term on-the-job training
53-4000	Rail Transportation Workers	1,504	1,470	-34	-2.3	72	185	-34	223
53-4011	Locomotive Engineers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
53-4012	Locomotive Firers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
53-4013	Rail Yard Engineers, Dinkey Operators, and Hostlers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
53-4021	Railroad Brake, Signal, and Switch Operators	307	307	0	0.0	15	41	0	56	High school diploma or equivalent	None	Moderate-term on-the-job training
53-4031	Railroad Conductors and Yardmasters	551	533	-18	-3.3	26	72	-18	80	High school diploma or equivalent	None	Moderate-term on-the-job training
53-4041	Subway and Streetcar Operators	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
53-5000	Water Transportation Workers	21	24	3	14.3	2	2	3	7
53-5011	Sailors and Marine Oilers	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Moderate-term on-the-job training
53-5021	Captains, Mates, and Pilots of Water Vessels	10	12	2	20.0	1	1	2	4	Postsecondary non-degree award	Less than 5 years	None
53-5031	Ship Engineers	ND	ND	ND	ND	ND	ND	ND	ND	Postsecondary non-degree award	Less than 5 years	None
53-6000	Other Transportation Workers	659	668	9	1.4	65	115	9	189
53-6021	Parking Lot Attendants	119	121	2	1.7	14	21	2	37	No formal educational credential	None	Short-term on-the-job training
53-6031	Automotive and Watercraft Service Attendants	280	286	6	2.1	30	62	6	98	No formal educational credential	None	Short-term on-the-job training
53-6041	Traffic Technicians	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
53-6051	Transportation Inspectors	160	157	-3	-1.9	11	19	-3	27	High school diploma or equivalent	None	Moderate-term on-the-job training
53-6061	Transportation Attendants, Except Flight Attendants	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Short-term on-the-job training
53-6099	Transportation Workers, All Other	64	68	4	6.3	6	9	4	19	High school diploma or equivalent	None	Short-term on-the-job training
53-7000	Material Moving Workers	8,111	8,383	272	3.4	779	1,339	272	2,390
53-7011	Conveyor Operators and Tenders	81	82	1	1.2	8	14	1	23	No formal educational credential	None	Short-term on-the-job training
53-7021	Crane and Tower Operators	68	73	5	7.4	5	10	5	20	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
53-7031	Dredge Operators	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
53-7032	Excavating and Loading Machine and Dragline Operators	886	869	-17	-1.9	64	126	-17	173	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
53-7033	Loading Machine Operators, Underground Mining	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
53-7041	Hoist and Winch Operators	46	49	3	6.5	5	8	3	16	No formal educational credential	None	Short-term on-the-job training
53-7051	Industrial Truck and Tractor Operators	911	954	43	4.7	65	140	43	248	No formal educational credential	None	Short-term on-the-job training
53-7061	Cleaners of Vehicles and Equipment	599	621	22	3.7	63	106	22	191	No formal educational credential	None	Short-term on-the-job training
53-7062	Laborers and Freight, Stock, and Material Movers, Hand	3,188	3,326	138	4.3	323	557	138	1,018	No formal educational credential	None	Short-term on-the-job training
53-7063	Machine Feeders and Offbearers	39	41	2	5.1	4	6	2	12	No formal educational credential	None	Short-term on-the-job training
53-7064	Packers and Packagers, Hand	1,039	1,045	6	0.6	141	170	6	317	No formal educational credential	None	Short-term on-the-job training
53-7071	Gas Compressor and Gas Pumping Station Operators	107	107	0	0.0	8	18	0	26	High school diploma or equivalent	None	Moderate-term on-the-job training
53-7072	Pump Operators, Except Wellhead Pumpers	ND	ND	ND	ND	ND	ND	ND	ND	High school diploma or equivalent	None	Moderate-term on-the-job training
53-7073	Wellhead Pumpers	530	585	55	10.4	40	92	55	187	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training
53-7081	Refuse and Recyclable Material Collectors	262	266	4	1.5	24	38	4	66	No formal educational credential	None	Short-term on-the-job training
53-7111	Mine Shuttle Car Operators	ND	ND	ND	ND	ND	ND	ND	ND	No formal educational credential	None	Short-term on-the-job training
53-7121	Tank Car, Truck, and Ship Loaders	86	90	4	4.7	8	13	4	25	No formal educational credential	None	Short-term on-the-job training
53-7199	Material Moving Workers, All Other	23	23	0	0.0	2	3	0	5	No formal educational credential	None	Short-term on-the-job training

^aStandard Occupational Classification.
^b For more information, please see https://doe.state.wy.us/LMI/projections/2018/separations.pdf. Provided by projectionscentral.com.
N/D = Not discloseable due to confidentiality.
Prepared by P. Manning, Research & Planning, Wyoming DWS, 3/5/19.
Source: Wyoming Short-Term Projections, 2018-20.