541380 Testing laboratories
Employment by industry, occupation, and percent distribution, 2020 and projected 2030.

Employment in thousands.
Occupations with fewer than 50 jobs, confidential data, or poor-quality data are not displayed.

Occupation Title	Occupation Code	Occupation Type	2020 Employment	2020 Percent of Industry	2020 Percent of Occupation	Projected 2030 Employment	Projected 2030 Percent of Industry	Projected 2030 Percent of Occupation	Employment Change, 2020-2030	Employment Percent Change, 2020-2030	Occupation Sort	Display Level
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Total, all occupations	00-0000	Summary	171.7	100.0	0.1	175.1	100.0	0.1	3.4	2.0		0
Management occupations	11-0000	Summary	16.1	9.4	0.2	17.0	9.7	0.2	0.9	5.9	2	1
Top executives	11-1000	Summary	6.0	3.5	0.2	6.3	3.6	0.2	0.3	4.9	3	2
Chief executives	11-1011	Line Item	0.3	0.2	0.1	0.3	0.2	0.1	0.0	-10.1	4	3
General and operations managers	11-1021	Line Item	5.7	3.3	0.2	6.0	3.4	0.2	0.3	5.8	5	3
Advertising, marketing, promotions, public relations, and sales managers	11-2000	Summary	0.7	0.4	0.1	0.8	0.4	0.1	0.0	5.8	7	2
Marketing and sales managers	11-2020	Summary	0.7	0.4	0.1	0.7	0.4	0.1	0.0	5.8	9	3
Marketing managers	11-2021	Line Item	0.2	0.1	0.1	0.2	0.1	0.1	0.0	5.8	10	4
Sales managers	11-2022	Line Item	0.5	0.3	0.1	0.5	0.3	0.1	0.0	5.8	11	4
Operations specialties managers	11-3000	Summary	3.6	2.1	0.2	3.9	2.2	0.2	0.3	7.1	13	2
Administrative services and facilities managers	11-3010	Line Item	0.5	0.3	0.2	0.6	0.3	0.2	0.0	5.8	14	3
Computer and information systems managers	11-3021	Line Item	0.4	0.2	0.1	0.4	0.2	0.1	0.0	5.8	15	3
Financial managers	11-3031	Line Item	0.5	0.3	0.1	0.6	0.3	0.1	0.1	16.3	16	3
Human resources managers	11-3121	Line Item	0.2	0.1	0.1	0.2	0.1	0.1	0.0	5.8	21	3
Training and development managers	11-3131	Line Item	0.1	0.0	0.1	0.1	0.0	0.1	0.0	5.8	22	3
Other management occupations	11-9000	Summary	5.7	3.3	0.1	6.1	3.5	0.1	0.4	6.2	23	2
Construction managers	11-9021	Line Item	0.1	0.1	0.0	0.1	0.1	0.0	0.0	16.3	25	3
Architectural and engineering managers	11-9041	Line Item	2.8	1.7	1.4	3.0	1.7	1.5	0.2	5.8	31	3
Medical and health services managers	11-9111	Line Item	0.1	0.0	0.0	0.1	0.1	0.0	0.0	26.9	35	3
Natural sciences managers	11-9121	Line Item	1.8	1.0	2.2	1.9	1.1	2.2	0.1	5.8	36	3
Personal service managers, all other; entertainment and recreation managers, except gambling; and managers, all other	11-9198	Line Item	0.9	0.5	0.2	0.9	0.5	0.2	0.1	5.8	42	3
Business and financial operations occupations	13-0000	Summary	8.8	5.1	0.1	9.4	5.4	0.1	0.6	6.8	43	1
Business operations specialists	13-1000	Summary	7.7	4.5	0.1	8.2	4.7	0.1	0.5	7.0	44	2
Buyers and purchasing agents	13-1020	Line Item	0.7	0.4	0.1	0.6	0.4	0.1	0.0	-4.8	46	3
Compliance officers	13-1041	Line Item	1.0	0.6	0.3	1.0	0.6	0.3	0.1	5.8	50	3
Cost estimators	13-1051	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	0.5	51	3
Human resources workers	13-1070	Summary	0.7	0.4	0.1	0.8	0.4	0.1	0.0	3.6	52	3
Human resources specialists	13-1071	Line Item	0.7	0.4	0.1	0.8	0.4	0.1	0.0	3.6	53	4
Logisticians	13-1081	Line Item	0.4	0.2	0.2	0.6	0.3	0.2	0.1	32.2	56	3
Management analysts	13-1111	Line Item	0.5	0.3	0.1	0.5	0.3	0.0	0.0	5.8	57	3
Training and development specialists	13-1151	Line Item	0.3	0.2	0.1	0.3	0.2	0.1	0.0	5.8	61	3
Market research analysts and marketing specialists	13-1161	Line Item	0.7	0.4	0.1	0.8	0.5	0.1	0.1	16.3	62	3
Project management specialists and business operations specialists, all other	13-1198	Line Item	3.3	1.9	0.2	3.5	2.0	0.2	0.2	5.8	63	3
Financial specialists	13-2000	Summary	1.1	0.7	0.0	1.2	0.7	0.0	0.1	5.7	64	2
Accountants and auditors	13-2011	Line Item	0.9	0.5	0.1	1.0	0.6	0.1	0.1	5.8	65	3
Financial and investment analysts, financial risk specialists, and financial specialists, all other	13-2098	Line Item	0.2	0.1	0.0	0.2	0.1	0.0	0.0	5.8	78	3
Computer and mathematical occupations	15-0000	Summary	5.3	3.1	0.1	6.0	3.4	0.1	0.7	12.9	79	1
Computer occupations	15-1200	Summary	4.8	2.8	0.1	5.4	3.1	0.1	0.5	11.4	80	2
Computer and information analysts	15-1210	Summary	0.4	0.2	0.1	0.4	0.2	0.0	0.0	6.0	81	3
Computer systems analysts	15-1211	Line Item	0.3	0.2	0.1	0.3	0.2	0.0	0.0	0.5	82	4
Information security analysts	15-1212	Line Item	0.1	0.0	0.1	0.1	0.1	0.1	0.0	26.9	83	4
Computer and information research scientists	15-1221	Line Item	0.1	0.0	0.2	0.1	0.0	0.2	0.0	21.6	84	3
Computer support specialists	15-1230	Summary	0.7	0.4	0.1	0.7	0.4	0.1	0.0	2.2	85	3
Computer network support specialists	15-1231	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	86	4
Computer user support specialists	15-1232	Line Item	0.6	0.3	0.1	0.6	0.3	0.1	0.0	1.5	87	4
Database and network administrators and architects	15-1240	Summary	0.6	0.3	0.1	0.6	0.3	0.1	0.0	1.4	88	3
Computer network architects	15-1241	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	0.5	89	4
Network and computer systems administrators	15-1244	Line Item	0.4	0.2	0.1	0.4	0.2	0.1	0.0	0.5	90	4
Database administrators and architects	15-1245	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	91	4
Software and web developers, programmers, and testers	15-1250	Summary	2.5	1.5	0.1	3.0	1.7	0.1	0.5	18.7	92	3
Computer programmers	15-1251	Line Item	0.2	0.1	0.1	0.1	0.1	0.1	0.0	-15.4	93	4
Software developers and software quality assurance analysts and testers	15-1256	Line Item	2.3	1.3	0.1	2.8	1.6	0.1	0.5	21.6	94	4
Computer occupations, all other	15-1299	Line Item	0.6	0.4	0.1	0.6	0.4	0.1	0.0	3.6	96	3
Mathematical science occupations	15-2000	Summary	0.5	0.3	0.2	0.6	0.4	0.2	0.1	27.4	97	2
Operations research analysts	15-2031	Line Item	0.1	0.0	0.1	0.1	0.0	0.1	0.0	21.6	100	3
Statisticians	15-2041	Line Item	0.3	0.2	0.6	0.3	0.2	0.6	0.1	32.2	101	3
Data scientists and mathematical science occupations, all other	15-2098	Line Item	0.1	0.1	0.2	0.2	0.1	0.2	0.0	25.8	102	3
Architecture and engineering occupations	17-0000	Summary	36.5	21.3	1.4	38.6	22.0	1.4	2.0	5.6	103	1
Architects, surveyors, and cartographers	17-1000	Summary	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	104	2
Surveyors, cartographers, and photogrammetrists	17-1020	Summary	0.1	0.0	0.1	0.1	0.0	0.1	0.0	5.8	108	3
Engineers	17-2000	Summary	22.5	13.1	1.3	23.8	13.6	1.3	1.3	5.8	111	2
Aerospace engineers	17-2011	Line Item	0.1	0.1	0.2	0.1	0.1	0.2	0.0	5.8	112	3
Bioengineers and biomedical engineers	17-2031	Line Item	0.2	0.1	1.1	0.2	0.1	1.1	0.0	5.8	114	3
Chemical engineers	17-2041	Line Item	0.2	0.1	0.7	0.2	0.1	0.6	0.0	5.8	115	3
Civil engineers	17-2051	Line Item	1.2	0.7	0.4	1.3	0.7	0.4	0.1	5.8	116	3
Electrical and electronics engineers	17-2070	Summary	1.8	1.0	0.6	1.9	1.1	0.6	0.1	5.8	118	3
Electrical engineers	17-2071	Line Item	1.2	0.7	0.6	1.2	0.7	0.6	0.1	5.8	119	4
Electronics engineers, except computer	17-2072	Line Item	0.6	0.3	0.5	0.6	0.4	0.5	0.0	5.8	120	4
Environmental engineers	17-2081	Line Item	0.5	0.3	1.0	0.5	0.3	1.0	0.0	5.8	121	3
Health and safety engineers, except mining safety engineers and inspectors	17-2111	Line Item	0.2	0.1	0.6	0.2	0.1	0.6	0.0	5.8	123	4
Marine engineers and naval architects	17-2121	Line Item	0.1	0.1	1.0	0.1	0.1	1.0	0.0	5.8	125	3
Materials engineers	17-2131	Line Item	0.4	0.2	1.7	0.4	0.3	1.7	0.0	5.8	126	3
Mechanical engineers	17-2141	Line Item	7.5	4.4	2.5	7.9	4.5	2.5	0.4	5.8	127	3
Mining and geological engineers, including mining safety engineers	17-2151	Line Item	0.1	0.0	1.1	0.1	0.0	1.1	0.0	5.8	128	3
Petroleum engineers	17-2171	Line Item	0.1	0.0	0.3	0.1	0.0	0.3	0.0	5.8	130	3
Engineers, all other	17-2199	Line Item	5.0	2.9	3.0	5.3	3.1	3.1	0.3	5.8	131	3
Drafters, engineering technicians, and mapping technicians	17-3000	Summary	14.0	8.2	2.1	14.7	8.4	2.1	0.7	5.3	132	2
Drafters	17-3010	Summary	0.3	0.2	0.2	0.3	0.2	0.2	0.0	-1.4	133	3
Architectural and civil drafters	17-3011	Line Item	0.1	0.0	0.1	0.1	0.0	0.1	0.0	5.8	134	4
Electrical and electronics drafters	17-3012	Line Item	0.1	0.0	0.2	0.1	0.0	0.2	0.0	5.8	135	4
Mechanical drafters	17-3013	Line Item	0.2	0.1	0.3	0.1	0.1	0.3	0.0	-4.8	136	4
Drafters, all other	17-3019	Line Item	0.1	0.0	0.5	0.1	0.0	0.5	0.0	-4.8	137	4
Engineering technologists and technicians, except drafters	17-3020	Summary	6.6	3.8	2.0	6.9	3.9	2.0	0.3	5.2	138	3
Civil engineering technologists and technicians	17-3022	Line Item	1.1	0.7	1.6	1.2	0.7	1.7	0.1	5.8	140	4
Electrical and electronic engineering technologists and technicians	17-3023	Line Item	1.8	1.1	1.6	1.9	1.1	1.6	0.1	5.8	141	4
Electro-mechanical and mechatronics technologists and technicians	17-3024	Line Item	0.5	0.3	3.9	0.5	0.3	3.9	0.0	-1.6	142	4
Environmental engineering technologists and technicians	17-3025	Line Item	0.5	0.3	3.1	0.6	0.3	3.0	0.0	5.8	143	4
Industrial engineering technologists and technicians	17-3026	Line Item	1.1	0.6	1.7	1.1	0.6	1.7	0.1	5.8	144	4
Mechanical engineering technologists and technicians	17-3027	Line Item	1.5	0.9	3.6	1.5	0.9	3.6	0.1	5.8	145	4
Surveying and mapping technicians	17-3031	Line Item	0.1	0.0	0.1	0.1	0.0	0.1	0.0	5.8	146	3
Calibration technologists and technicians and engineering technologists and technicians, except drafters, all other	17-3098	Line Item	7.0	4.1	7.4	7.4	4.2	7.5	0.4	5.8	147	3
Life, physical, and social science occupations	19-0000	Summary	40.2	23.4	2.8	42.5	24.3	2.7	2.3	5.8	148	1
Life scientists	19-1000	Summary	4.3	2.5	1.2	4.5	2.6	1.2	0.2	5.8	149	2
Agricultural and food scientists	19-1010	Summary	0.9	0.5	2.4	0.9	0.5	2.3	0.1	5.8	150	3
Food scientists and technologists	19-1012	Line Item	0.6	0.3	3.8	0.6	0.3	3.7	0.0	5.8	152	4
Soil and plant scientists	19-1013	Line Item	0.3	0.2	1.7	0.3	0.2	1.6	0.0	5.8	153	4
Biological scientists	19-1020	Summary	2.8	1.6	2.3	3.0	1.7	2.4	0.2	5.8	154	3
Biochemists and biophysicists	19-1021	Line Item	1.0	0.6	2.9	1.1	0.6	2.9	0.1	5.8	155	4
Microbiologists	19-1022	Line Item	1.5	0.9	7.1	1.6	0.9	7.2	0.1	5.8	156	4
Biological scientists, all other	19-1029	Line Item	0.3	0.2	0.6	0.3	0.2	0.6	0.0	5.8	158	4
Medical scientists	19-1040	Summary	0.3	0.2	0.2	0.3	0.2	0.2	0.0	5.8	162	3
Medical scientists, except epidemiologists	19-1042	Line Item	0.3	0.2	0.2	0.3	0.2	0.2	0.0	5.8	164	4
Life scientists, all other	19-1099	Line Item	0.1	0.1	1.5	0.1	0.1	1.4	0.0	5.8	165	3
Physical scientists	19-2000	Summary	12.4	7.2	4.6	13.1	7.5	4.5	0.7	5.8	166	2
Astronomers and physicists	19-2010	Summary	0.1	0.0	0.3	0.1	0.0	0.3	0.0	5.8	167	3
Physicists	19-2012	Line Item	0.1	0.0	0.3	0.1	0.0	0.3	0.0	5.8	169	4
Atmospheric and space scientists	19-2021	Line Item	0.1	0.0	0.7	0.1	0.0	0.7	0.0	5.8	170	3
Chemists and materials scientists	19-2030	Summary	9.7	5.6	10.4	10.2	5.8	10.4	0.6	5.8	171	3
Chemists	19-2031	Line Item	9.5	5.5	11.1	10.0	5.7	11.0	0.5	5.8	172	4
Materials scientists	19-2032	Line Item	0.2	0.1	2.9	0.2	0.1	2.9	0.0	5.8	173	4
Environmental scientists and geoscientists	19-2040	Summary	2.5	1.4	2.0	2.6	1.5	2.0	0.1	5.8	174	3
Environmental scientists and specialists, including health	19-2041	Line Item	1.9	1.1	2.2	2.1	1.2	2.2	0.1	5.8	175	4
Geoscientists, except hydrologists and geographers	19-2042	Line Item	0.4	0.3	1.5	0.5	0.3	1.5	0.0	5.8	176	4
Physical scientists, all other	19-2099	Line Item	0.1	0.1	0.4	0.1	0.1	0.5	0.0	5.8	178	3
Social scientists and related workers	19-3000	Summary	0.1	0.1	0.0	0.1	0.1	0.0	0.0	5.8	179	2
Miscellaneous social scientists and related workers	19-3090	Summary	0.1	0.1	0.2	0.1	0.1	0.2	0.0	5.8	188	3
Life, physical, and social science technicians	19-4000	Summary	22.8	13.3	5.7	24.1	13.8	5.7	1.3	5.8	194	2
Agricultural and food science technicians	19-4010	Line Item	1.1	0.7	4.3	1.2	0.7	4.2	0.1	5.8	195	3
Biological technicians	19-4021	Line Item	2.4	1.4	2.8	2.6	1.5	2.8	0.1	5.8	196	3
Chemical technicians	19-4031	Line Item	10.9	6.4	16.8	11.6	6.6	16.9	0.6	5.8	197	3
Environmental science and geoscience technicians	19-4040	Summary	5.6	3.3	11.0	6.0	3.4	10.6	0.3	5.8	198	3
Environmental science and protection technicians, including health	19-4042	Line Item	3.8	2.2	11.2	4.0	2.3	10.7	0.2	5.8	199	4
Geological and hydrologic technicians	19-4045	Line Item	1.8	1.1	10.8	1.9	1.1	10.5	0.1	5.8	200	4
Miscellaneous life, physical, and social science technicians	19-4090	Summary	2.6	1.5	3.0	2.7	1.6	2.9	0.1	5.8	204	3
Forensic science technicians	19-4092	Line Item	0.6	0.3	3.2	0.6	0.3	2.9	0.0	5.8	205	4
Life, physical, and social science technicians, all other	19-4099	Line Item	2.0	1.2	2.9	2.2	1.2	2.9	0.1	5.8	206	4
Occupational health and safety specialists and technicians	19-5000	Summary	0.6	0.4	0.5	0.7	0.4	0.5	0.0	5.8	207	2
Occupational health and safety specialists	19-5011	Line Item	0.5	0.3	0.5	0.5	0.3	0.5	0.0	5.8	208	3
Occupational health and safety technicians	19-5012	Line Item	0.2	0.1	0.7	0.2	0.1	0.7	0.0	5.8	209	3
Legal occupations	23-0000	Summary	0.1	0.1	0.0	0.2	0.1	0.0	0.0	19.2	233	1
Lawyers, judges, and related workers	23-1000	Summary	0.1	0.1	0.0	0.1	0.1	0.0	0.0	19.5	234	2
Lawyers and judicial law clerks	23-1010	Summary	0.1	0.1	0.0	0.1	0.1	0.0	0.0	19.5	235	3
Lawyers	23-1011	Line Item	0.1	0.1	0.0	0.1	0.1	0.0	0.0	19.5	236	4
Arts, design, entertainment, sports, and media occupations	27-0000	Summary	1.3	0.8	0.1	1.4	0.8	0.0	0.1	6.0	332	1
Art and design workers	27-1000	Summary	0.9	0.5	0.1	0.9	0.5	0.1	0.1	5.8	333	2
Artists and related workers	27-1010	Summary	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	334	3
Designers	27-1020	Summary	0.7	0.4	0.1	0.8	0.4	0.1	0.0	5.8	340	3
Commercial and industrial designers	27-1021	Line Item	0.6	0.4	2.0	0.7	0.4	2.0	0.0	5.8	341	4
Graphic designers	27-1024	Line Item	0.1	0.1	0.0	0.1	0.1	0.0	0.0	5.8	344	4
Media and communication workers	27-3000	Summary	0.3	0.2	0.0	0.4	0.2	0.0	0.0	5.8	364	2
Public relations specialists	27-3031	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	367	3
Writers and editors	27-3040	Summary	0.3	0.2	0.1	0.3	0.2	0.1	0.0	5.8	368	3
Technical writers	27-3042	Line Item	0.2	0.1	0.5	0.3	0.1	0.4	0.0	5.8	370	4
Media and communication equipment workers	27-4000	Summary	0.1	0.1	0.0	0.1	0.1	0.0	0.0	8.8	376	2
Photographers	27-4021	Line Item	0.1	0.0	0.1	0.1	0.0	0.1	0.0	5.8	380	3
Healthcare practitioners and technical occupations	29-0000	Summary	1.8	1.0	0.0	1.9	1.1	0.0	0.1	5.6	385	1
Healthcare diagnosing or treating practitioners	29-1000	Summary	0.1	0.1	0.0	0.1	0.1	0.0	0.0	5.8	386	2
Physicians, all other; and ophthalmologists, except pediatric	29-1228	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	420	3
Health technologists and technicians	29-2000	Summary	1.6	0.9	0.1	1.7	1.0	0.1	0.1	5.6	425	2
Clinical laboratory technologists and technicians	29-2010	Line Item	1.2	0.7	0.3	1.2	0.7	0.3	0.1	5.8	426	3
Radiologic technologists and technicians	29-2034	Line Item	0.3	0.2	0.1	0.3	0.2	0.1	0.0	5.8	430	3
Healthcare support occupations	31-0000	Summary	0.4	0.2	0.0	0.4	0.3	0.0	0.0	5.8	449	1
Other healthcare support occupations	31-9000	Summary	0.4	0.2	0.0	0.4	0.3	0.0	0.0	5.8	463	2
Miscellaneous healthcare support occupations	31-9090	Summary	0.4	0.2	0.0	0.4	0.3	0.0	0.0	5.8	465	3
Medical assistants	31-9092	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	467	4
Phlebotomists	31-9097	Line Item	0.3	0.2	0.2	0.3	0.2	0.2	0.0	5.8	472	4
Protective service occupations	33-0000	Summary	0.1	0.1	0.0	0.1	0.1	0.0	0.0	2.7	474	1
Other protective service workers	33-9000	Summary	0.1	0.0	0.0	0.1	0.0	0.0	0.0	1.0	496	2
Building and grounds cleaning and maintenance occupations	37-0000	Summary	0.4	0.2	0.0	0.4	0.2	0.0	0.0	5.8	530	1
Building cleaning and pest control workers	37-2000	Summary	0.3	0.2	0.0	0.4	0.2	0.0	0.0	5.8	534	2
Building cleaning workers	37-2010	Summary	0.3	0.2	0.0	0.4	0.2	0.0	0.0	5.8	535	3
Janitors and cleaners, except maids and housekeeping cleaners	37-2011	Line Item	0.3	0.2	0.0	0.3	0.2	0.0	0.0	5.8	536	4
Sales and related occupations	41-0000	Summary	3.5	2.0	0.0	3.6	2.1	0.0	0.2	5.7	587	1
Supervisors of sales workers	41-1000	Summary	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	588	2
First-line supervisors of non-retail sales workers	41-1012	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	590	3
Sales representatives, services	41-3000	Summary	2.5	1.5	0.1	2.7	1.5	0.1	0.1	5.8	599	2
Sales representatives of services, except advertising, insurance, financial services, and travel	41-3091	Line Item	2.5	1.5	0.3	2.6	1.5	0.2	0.1	5.8	604	3
Sales representatives, wholesale and manufacturing	41-4000	Summary	0.6	0.3	0.0	0.6	0.3	0.0	0.0	5.8	605	2
Sales representatives, wholesale and manufacturing, technical and scientific products	41-4011	Line Item	0.3	0.2	0.1	0.4	0.2	0.1	0.0	5.8	606	3
Sales representatives, wholesale and manufacturing, except technical and scientific products	41-4012	Line Item	0.2	0.1	0.0	0.2	0.1	0.0	0.0	5.8	607	3
Other sales and related workers	41-9000	Summary	0.3	0.2	0.0	0.3	0.2	0.0	0.0	4.4	608	2
Sales engineers	41-9031	Line Item	0.1	0.1	0.2	0.2	0.1	0.2	0.0	5.8	615	3
Office and administrative support occupations	43-0000	Summary	18.7	10.9	0.1	17.6	10.1	0.1	-1.1	-5.8	620	1
Supervisors of office and administrative support workers	43-1000	Summary	1.3	0.8	0.1	1.2	0.7	0.1	-0.1	-4.8	621	2
First-line supervisors of office and administrative support workers	43-1011	Line Item	1.3	0.8	0.1	1.2	0.7	0.1	-0.1	-4.8	622	3
Financial clerks	43-3000	Summary	2.3	1.3	0.1	2.1	1.2	0.1	-0.1	-5.3	627	2
Bill and account collectors	43-3011	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	-4.8	628	3
Billing and posting clerks	43-3021	Line Item	0.3	0.2	0.1	0.3	0.2	0.1	0.0	-4.8	629	3
Bookkeeping, accounting, and auditing clerks	43-3031	Line Item	1.7	1.0	0.1	1.6	0.9	0.1	-0.1	-4.8	630	3
Payroll and timekeeping clerks	43-3051	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	-15.4	632	3
Procurement clerks	43-3061	Line Item	0.1	0.0	0.1	0.1	0.0	0.1	0.0	-4.8	633	3
Information and record clerks	43-4000	Summary	2.5	1.5	0.0	2.4	1.3	0.0	-0.2	-6.3	636	2
Customer service representatives	43-4051	Line Item	1.8	1.0	0.1	1.7	1.0	0.1	-0.1	-4.8	641	3
File clerks	43-4071	Line Item	0.2	0.1	0.2	0.1	0.1	0.1	0.0	-15.4	643	3
Human resources assistants, except payroll and timekeeping	43-4161	Line Item	0.1	0.0	0.1	0.1	0.0	0.1	0.0	-4.8	650	3
Receptionists and information clerks	43-4171	Line Item	0.5	0.3	0.0	0.4	0.2	0.0	0.0	-10.1	651	3
Information and record clerks, all other	43-4199	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	653	3
Material recording, scheduling, dispatching, and distributing workers	43-5000	Summary	3.7	2.2	0.2	3.8	2.2	0.2	0.1	2.2	654	2
Couriers and messengers	43-5021	Line Item	1.1	0.6	0.8	1.2	0.7	0.9	0.1	5.8	656	3
Dispatchers	43-5030	Summary	0.2	0.1	0.1	0.2	0.1	0.1	0.0	0.7	657	3
Dispatchers, except police, fire, and ambulance	43-5032	Line Item	0.2	0.1	0.1	0.2	0.1	0.1	0.0	0.5	659	4
Production, planning, and expediting clerks	43-5061	Line Item	0.6	0.4	0.2	0.6	0.4	0.2	0.0	5.8	665	3
Shipping, receiving, and inventory clerks	43-5071	Line Item	1.1	0.7	0.2	1.1	0.6	0.2	-0.1	-4.8	666	3
Weighers, measurers, checkers, and samplers, recordkeeping	43-5111	Line Item	0.6	0.4	1.1	0.7	0.4	1.0	0.0	5.8	667	3
Secretaries and administrative assistants	43-6000	Summary	3.8	2.2	0.1	3.4	1.9	0.1	-0.4	-11.6	668	2
Executive secretaries and executive administrative assistants	43-6011	Line Item	0.6	0.3	0.1	0.5	0.3	0.1	-0.1	-20.7	669	3
Secretaries and administrative assistants, except legal, medical, and executive	43-6014	Line Item	3.2	1.9	0.2	2.9	1.7	0.2	-0.3	-10.1	672	3
Other office and administrative support workers	43-9000	Summary	5.1	3.0	0.1	4.7	2.7	0.1	-0.4	-7.3	673	2
Data entry and information processing workers	43-9020	Summary	0.6	0.4	0.3	0.5	0.3	0.3	-0.2	-26.2	674	3
Data entry keyers	43-9021	Line Item	0.6	0.4	0.4	0.5	0.3	0.4	-0.2	-26.0	675	4
Office clerks, general	43-9061	Line Item	4.3	2.5	0.1	4.1	2.4	0.1	-0.2	-4.8	680	3
Office and administrative support workers, all other	43-9199	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	684	3
Farming, fishing, and forestry occupations	45-0000	Summary	0.2	0.1	0.0	0.2	0.1	0.0	0.0	2.5	685	1
Agricultural workers	45-2000	Summary	0.2	0.1	0.0	0.2	0.1	0.0	0.0	2.3	688	2
Graders and sorters, agricultural products	45-2041	Line Item	0.1	0.0	0.2	0.1	0.0	0.2	0.0	-4.8	691	3
Miscellaneous agricultural workers	45-2090	Summary	0.1	0.1	0.0	0.1	0.1	0.0	0.0	5.4	692	3
Construction and extraction occupations	47-0000	Summary	3.8	2.2	0.1	4.0	2.3	0.1	0.2	5.8	706	1
Supervisors of construction and extraction workers	47-1000	Summary	0.2	0.1	0.0	0.2	0.1	0.0	0.0	5.8	707	2
First-line supervisors of construction trades and extraction workers	47-1011	Line Item	0.2	0.1	0.0	0.2	0.1	0.0	0.0	5.8	708	3
Construction trades workers	47-2000	Summary	0.6	0.4	0.0	0.7	0.4	0.0	0.0	5.7	709	2
Construction laborers	47-2061	Line Item	0.1	0.1	0.0	0.1	0.1	0.0	0.0	5.8	723	3
Electricians	47-2111	Line Item	0.1	0.1	0.0	0.2	0.1	0.0	0.0	5.8	731	3
Helpers, construction trades	47-3000	Summary	0.2	0.1	0.1	0.2	0.1	0.1	0.0	5.8	748	2
Helpers, construction trades, all other	47-3019	Line Item	0.2	0.1	0.6	0.2	0.1	0.6	0.0	5.8	755	3
Other construction and related workers	47-4000	Summary	2.3	1.3	0.5	2.4	1.4	0.5	0.1	5.8	756	2
Construction and building inspectors	47-4011	Line Item	2.3	1.3	1.8	2.4	1.4	1.9	0.1	5.8	757	3
Extraction workers	47-5000	Summary	0.5	0.3	0.2	0.5	0.3	0.2	0.0	5.8	765	2
Helpers--extraction workers	47-5081	Line Item	0.1	0.0	0.4	0.1	0.0	0.4	0.0	5.8	776	3
Earth drillers, except oil and gas; and explosives workers, ordnance handling experts, and blasters	47-5097	Line Item	0.4	0.3	1.9	0.5	0.3	1.8	0.0	5.8	777	3
Installation, maintenance, and repair occupations	49-0000	Summary	4.3	2.5	0.1	4.6	2.6	0.1	0.2	5.8	779	1
Supervisors of installation, maintenance, and repair workers	49-1000	Summary	0.4	0.2	0.1	0.4	0.2	0.1	0.0	5.8	780	2
First-line supervisors of mechanics, installers, and repairers	49-1011	Line Item	0.4	0.2	0.1	0.4	0.2	0.1	0.0	5.8	781	3
Electrical and electronic equipment mechanics, installers, and repairers	49-2000	Summary	0.5	0.3	0.1	0.5	0.3	0.1	0.0	5.8	782	2
Miscellaneous electrical and electronic equipment mechanics, installers, and repairers	49-2090	Summary	0.5	0.3	0.2	0.5	0.3	0.2	0.0	5.8	787	3
Electrical and electronics repairers, commercial and industrial equipment	49-2094	Line Item	0.3	0.2	0.6	0.4	0.2	0.6	0.0	5.8	791	4
Electrical and electronics repairers, powerhouse, substation, and relay	49-2095	Line Item	0.1	0.0	0.4	0.1	0.1	0.4	0.0	5.8	792	4
Vehicle and mobile equipment mechanics, installers, and repairers	49-3000	Summary	0.8	0.4	0.0	0.8	0.5	0.0	0.0	5.8	796	2
Aircraft mechanics and service technicians	49-3011	Line Item	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	797	3
Automotive technicians and repairers	49-3020	Summary	0.5	0.3	0.1	0.5	0.3	0.1	0.0	5.8	798	3
Automotive service technicians and mechanics	49-3023	Line Item	0.5	0.3	0.1	0.5	0.3	0.1	0.0	5.8	801	4
Heavy vehicle and mobile equipment service technicians and mechanics	49-3040	Summary	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	803	3
Mobile heavy equipment mechanics, except engines	49-3042	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	805	4
Miscellaneous vehicle and mobile equipment mechanics, installers, and repairers	49-3090	Summary	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	811	3
Tire repairers and changers	49-3093	Line Item	0.1	0.0	0.1	0.1	0.0	0.1	0.0	5.8	814	4
Other installation, maintenance, and repair occupations	49-9000	Summary	2.7	1.6	0.1	2.9	1.7	0.1	0.2	5.8	815	2
Control and valve installers and repairers	49-9010	Summary	0.3	0.2	0.4	0.3	0.2	0.4	0.0	5.8	816	3
Control and valve installers and repairers, except mechanical door	49-9012	Line Item	0.3	0.2	0.6	0.3	0.2	0.6	0.0	5.8	818	4
Heating, air conditioning, and refrigeration mechanics and installers	49-9021	Line Item	0.2	0.1	0.0	0.2	0.1	0.0	0.0	5.8	819	3
Industrial machinery installation, repair, and maintenance workers	49-9040	Summary	0.5	0.3	0.1	0.5	0.3	0.1	0.0	5.8	821	3
Industrial machinery mechanics	49-9041	Line Item	0.3	0.2	0.1	0.3	0.2	0.1	0.0	5.8	822	4
Maintenance workers, machinery	49-9043	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	823	4
Precision instrument and equipment repairers	49-9060	Summary	0.6	0.3	0.7	0.6	0.4	0.7	0.0	5.8	829	3
Medical equipment repairers	49-9062	Line Item	0.1	0.1	0.2	0.1	0.1	0.2	0.0	5.8	831	4
Precision instrument and equipment repairers, all other	49-9069	Line Item	0.5	0.3	4.3	0.5	0.3	4.3	0.0	5.8	834	4
Maintenance and repair workers, general	49-9071	Line Item	1.0	0.6	0.1	1.0	0.6	0.1	0.1	5.8	835	3
Miscellaneous installation, maintenance, and repair workers	49-9090	Summary	0.2	0.1	0.1	0.2	0.1	0.1	0.0	5.8	837	3
Helpers--installation, maintenance, and repair workers	49-9098	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	844	4
Installation, maintenance, and repair workers, all other	49-9099	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	845	4
Production occupations	51-0000	Summary	26.9	15.6	0.3	23.6	13.5	0.3	-3.3	-12.1	846	1
Supervisors of production workers	51-1000	Summary	2.1	1.2	0.3	2.2	1.2	0.3	0.1	5.8	847	2
First-line supervisors of production and operating workers	51-1011	Line Item	2.1	1.2	0.3	2.2	1.2	0.3	0.1	5.8	848	3
Assemblers and fabricators	51-2000	Summary	0.2	0.1	0.0	0.2	0.1	0.0	0.0	1.9	849	2
Electrical, electronics, and electromechanical assemblers	51-2020	Summary	0.2	0.1	0.1	0.2	0.1	0.1	0.0	5.8	851	3
Electrical, electronic, and electromechanical assemblers, except coil winders, tapers, and finishers	51-2028	Line Item	0.2	0.1	0.1	0.2	0.1	0.1	0.0	5.8	853	4
Metal workers and plastic workers	51-4000	Summary	0.7	0.4	0.0	0.8	0.4	0.0	0.0	3.2	870	2
Machinists	51-4041	Line Item	0.3	0.2	0.1	0.4	0.2	0.1	0.0	5.8	881	3
Model makers and patternmakers, metal and plastic	51-4060	Summary	0.1	0.1	1.7	0.1	0.1	1.7	0.0	-4.8	885	3
Model makers, metal and plastic	51-4061	Line Item	0.1	0.1	2.7	0.1	0.1	2.7	0.0	-4.8	886	4
Welding, soldering, and brazing workers	51-4120	Summary	0.2	0.1	0.0	0.2	0.1	0.0	0.0	5.7	893	3
Welders, cutters, solderers, and brazers	51-4121	Line Item	0.1	0.1	0.0	0.2	0.1	0.0	0.0	5.8	894	4
Miscellaneous metal workers and plastic workers	51-4190	Summary	0.1	0.0	0.1	0.1	0.0	0.1	0.0	-4.5	896	3
Plant and system operators	51-8000	Summary	0.2	0.1	0.1	0.2	0.1	0.1	0.0	-4.2	936	2
Water and wastewater treatment plant and system operators	51-8031	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	-4.8	942	3
Other production occupations	51-9000	Summary	23.5	13.7	0.9	20.1	11.5	0.8	-3.4	-14.5	948	2
Chemical processing machine setters, operators, and tenders	51-9010	Summary	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	949	3
Crushing, grinding, polishing, mixing, and blending workers	51-9020	Summary	0.1	0.1	0.1	0.1	0.1	0.1	0.0	2.9	952	3
Mixing and blending machine setters, operators, and tenders	51-9023	Line Item	0.1	0.1	0.1	0.1	0.1	0.1	0.0	5.8	955	4
Inspectors, testers, sorters, samplers, and weighers	51-9061	Line Item	22.3	13.0	4.0	18.9	10.8	3.9	-3.4	-15.4	961	3
Packaging and filling machine operators and tenders	51-9111	Line Item	0.2	0.1	0.0	0.2	0.1	0.0	0.0	5.8	967	3
Painting workers	51-9120	Summary	0.1	0.0	0.0	0.1	0.0	0.0	0.0	5.8	968	3
Computer numerically controlled tool operators and programmers	51-9160	Summary	0.1	0.1	0.1	0.1	0.1	0.1	0.0	2.0	973	3
Computer numerically controlled tool operators	51-9161	Line Item	0.1	0.1	0.1	0.1	0.0	0.1	0.0	-4.8	974	4
Miscellaneous production workers	51-9190	Summary	0.7	0.4	0.1	0.7	0.4	0.1	0.0	0.3	976	3
Helpers--production workers	51-9198	Line Item	0.3	0.2	0.1	0.3	0.2	0.1	0.0	-4.8	984	4
Production workers, all other	51-9199	Line Item	0.3	0.2	0.1	0.3	0.2	0.1	0.0	5.8	985	4
Transportation and material moving occupations	53-0000	Summary	3.2	1.9	0.0	3.4	2.0	0.0	0.2	5.8	986	1
Motor vehicle operators	53-3000	Summary	1.7	1.0	0.0	1.8	1.0	0.0	0.1	5.8	998	2
Driver/sales workers and truck drivers	53-3030	Summary	1.2	0.7	0.0	1.3	0.7	0.0	0.1	5.8	1000	3
Heavy and tractor-trailer truck drivers	53-3032	Line Item	0.2	0.1	0.0	0.2	0.1	0.0	0.0	5.8	1002	4
Light truck drivers	53-3033	Line Item	1.0	0.6	0.1	1.1	0.6	0.1	0.1	5.8	1003	4
Motor vehicle operators, all other	53-3099	Line Item	0.5	0.3	0.8	0.5	0.3	0.7	0.0	5.8	1007	3
Water transportation workers	53-5000	Summary	0.1	0.1	0.2	0.1	0.1	0.2	0.0	5.8	1016	2
Other transportation workers	53-6000	Summary	0.1	0.1	0.0	0.1	0.1	0.0	0.0	5.8	1022	2
Transportation inspectors	53-6051	Line Item	0.1	0.1	0.4	0.1	0.1	0.4	0.0	5.8	1027	3
Material moving workers	53-7000	Summary	1.1	0.6	0.0	1.2	0.7	0.0	0.1	5.8	1030	2
Laborers and material movers	53-7060	Summary	1.0	0.6	0.0	1.1	0.6	0.0	0.1	5.8	1036	3
Laborers and freight, stock, and material movers, hand	53-7062	Line Item	0.6	0.4	0.0	0.7	0.4	0.0	0.0	5.8	1038	4
Stockers and order fillers	53-7065	Line Item	0.3	0.2	0.0	0.3	0.2	0.0	0.0	5.8	1041	4

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