Occupational projections and worker characteristics : U.S. Bureau of Labor Statistics

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Table 1.2 Occupational projections, 2023–33, and worker characteristics, 2023 (Numbers in thousands)
2023 National Employment Matrix title	2023 National Employment Matrix code	Occupation type	Employment, 2023	Employment, 2033	Employment distribution, percent, 2023	Employment distribution, percent, 2033	Employment change, numeric, 2023–33	Employment change, percent, 2023–33	Percent self employed, 2023	Occupational openings, 2023–33 annual average	Median annual wage, dollars, 2023^[1]	Typical education needed for entry	Work experience in a related occupation	Typical on-the-job training needed to attain competency in the occupation	Related Occupational Outlook Handbook (OOH) content
Total, all occupations	00-0000	Summary	167,849.8	174,589.0	100.0	100.0	6,739.2	4.0	5.8	19,174.8	48,060	—	—	—	—
Management occupations	11-0000	Summary	13,181.3	14,140.9	7.9	8.1	959.6	7.3	15.1	1,160.0	116,880	—	—	—	—
Top executives	11-1000	Summary	3,977.7	4,206.7	2.4	2.4	229.0	5.8	2.7	346.5	103,460	—	—	—	—
Chief executives	11-1011	Line item	313.9	331.1	0.2	0.2	17.2	5.5	28.1	23.0	206,680	Bachelor's degree	5 years or more	None	OOH Content
General and operations managers	11-1021	Line item	3,630.1	3,840.5	2.2	2.2	210.4	5.8	0.5	320.8	101,280	Bachelor's degree	5 years or more	None	OOH Content
Legislators	11-1031	Line item	33.7	35.0	0.0	0.0	1.4	4.1	—	2.7	47,290	Bachelor's degree	Less than 5 years	None	—
Advertising, marketing, promotions, public relations, and sales managers	11-2000	Summary	1,112.6	1,185.7	0.7	0.7	73.1	6.6	1.3	94.1	139,850	—	—	—	—
Advertising and promotions managers	11-2011	Line item	22.2	21.7	0.0	0.0	-0.6	-2.6	6.2	1.8	131,870	Bachelor's degree	Less than 5 years	None	OOH Content
Marketing and sales managers	11-2020	Summary	973.8	1,039.8	0.6	0.6	66.0	6.8	1.3	83.4	141,780	—	—	—	—
Marketing managers	11-2021	Line item	389.1	420.8	0.2	0.2	31.7	8.2	3.2	34.8	157,620	Bachelor's degree	5 years or more	None	OOH Content
Sales managers	11-2022	Line item	584.8	619.1	0.3	0.4	34.3	5.9	0.1	48.6	135,160	Bachelor's degree	Less than 5 years	None	OOH Content
Public relations and fundraising managers	11-2030	Summary	116.6	124.2	0.1	0.1	7.7	6.6	—	8.9	130,480	—	—	—	—
Public relations managers	11-2032	Line item	78.4	83.8	0.0	0.0	5.4	6.9	—	6.0	134,760	Bachelor's degree	5 years or more	None	OOH Content
Fundraising managers	11-2033	Line item	38.2	40.5	0.0	0.0	2.3	5.9	—	2.9	119,200	Bachelor's degree	5 years or more	None	OOH Content
Operations specialties managers	11-3000	Summary	2,642.4	2,957.8	1.6	1.7	315.5	11.9	1.6	230.6	136,170	—	—	—	—
Administrative services and facilities managers	11-3010	Summary	397.3	420.8	0.2	0.2	23.4	5.9	0.3	35.2	104,900	—	—	—	—
Administrative services managers	11-3012	Line item	256.8	272.8	0.2	0.2	16.0	6.2	—	22.7	106,470	Bachelor's degree	Less than 5 years	None	OOH Content
Facilities managers	11-3013	Line item	140.5	147.9	0.1	0.1	7.4	5.3	0.7	12.5	102,340	Bachelor's degree	Less than 5 years	None	OOH Content
Computer and information systems managers	11-3021	Line item	613.5	720.4	0.4	0.4	106.9	17.4	1.0	54.7	169,510	Bachelor's degree	5 years or more	None	OOH Content
Financial managers	11-3031	Line item	837.1	975.3	0.5	0.6	138.3	16.5	2.4	75.1	156,100	Bachelor's degree	5 years or more	None	OOH Content
Industrial production managers	11-3051	Line item	230.1	236.7	0.1	0.1	6.5	2.8	1.4	17.1	116,970	Bachelor's degree	5 years or more	None	OOH Content
Purchasing managers	11-3061	Line item	81.3	85.4	0.0	0.0	4.1	5.1	3.8	6.5	136,380	Bachelor's degree	5 years or more	None	OOH Content
Transportation, storage, and distribution managers	11-3071	Line item	211.8	230.8	0.1	0.1	19.1	9.0	3.7	19.7	99,200	High school diploma or equivalent	5 years or more	None	OOH Content
Compensation and benefits managers	11-3111	Line item	19.1	19.5	0.0	0.0	0.4	2.1	—	1.3	136,380	Bachelor's degree	5 years or more	None	OOH Content
Human resources managers	11-3121	Line item	208.9	222.5	0.1	0.1	13.5	6.5	1.1	17.4	136,350	Bachelor's degree	5 years or more	None	OOH Content
Training and development managers	11-3131	Line item	43.2	46.4	0.0	0.0	3.2	7.3	—	3.6	125,040	Bachelor's degree	5 years or more	None	OOH Content
Other management occupations	11-9000	Summary	5,448.6	5,790.7	3.2	3.3	342.1	6.3	33.5	488.7	102,510	—	—	—	—
Farmers, ranchers, and other agricultural managers	11-9013	Line item	856.6	842.9	0.5	0.5	-13.8	-1.6	65.2	88.5	83,770	High school diploma or equivalent	5 years or more	None	OOH Content
Construction managers	11-9021	Line item	520.9	568.5	0.3	0.3	47.6	9.1	35.8	45.8	104,900	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Education and childcare administrators	11-9030	Summary	671.6	676.0	0.4	0.4	4.3	0.6	2.6	45.2	99,940	—	—	—	—
Education and childcare administrators, preschool and daycare	11-9031	Line item	80.9	79.2	0.0	0.0	-1.7	-2.1	5.9	5.1	54,290	Bachelor's degree	Less than 5 years	None	OOH Content
Education administrators, kindergarten through secondary	11-9032	Line item	316.6	315.0	0.2	0.2	-1.6	-0.5	1.4	20.8	103,460	Master's degree	5 years or more	None	OOH Content
Education administrators, postsecondary	11-9033	Line item	216.4	222.7	0.1	0.1	6.2	2.9	2.7	15.2	102,610	Master's degree	Less than 5 years	None	OOH Content
Education administrators, all other	11-9039	Line item	57.7	59.1	0.0	0.0	1.4	2.5	4.3	4.0	88,460	Bachelor's degree	Less than 5 years	None	—
Architectural and engineering managers	11-9041	Line item	210.2	221.8	0.1	0.1	11.6	5.5	—	15.0	165,370	Bachelor's degree	5 years or more	None	OOH Content
Food service managers	11-9051	Line item	393.6	399.5	0.2	0.2	5.9	1.5	36.4	44.5	63,060	High school diploma or equivalent	Less than 5 years	Short-term on-the-job training	OOH Content
Entertainment and recreation managers	11-9070	Summary	41.1	45.2	0.0	0.0	4.1	10.1	11.2	5.4	75,210	—	—	—	—
Gambling managers	11-9071	Line item	5.3	5.5	0.0	0.0	0.3	5.1	9.5	0.7	82,380	High school diploma or equivalent	Less than 5 years	None	OOH Content
Entertainment and recreation managers, except gambling	11-9072	Line item	35.8	39.7	0.0	0.0	3.9	10.8	11.4	4.8	73,460	Bachelor's degree	Less than 5 years	None	OOH Content
Lodging managers	11-9081	Line item	53.3	58.6	0.0	0.0	5.3	9.9	18.7	6.0	65,360	High school diploma or equivalent	Less than 5 years	None	OOH Content
Medical and health services managers	11-9111	Line item	562.7	723.3	0.3	0.4	160.6	28.5	5.1	61.4	110,680	Bachelor's degree	Less than 5 years	None	OOH Content
Natural sciences managers	11-9121	Line item	100.1	107.6	0.1	0.1	7.5	7.5	—	8.3	157,740	Bachelor's degree	5 years or more	None	OOH Content
Postmasters and mail superintendents	11-9131	Line item	13.2	12.8	0.0	0.0	-0.4	-3.0	—	0.9	88,670	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	—
Property, real estate, and community association managers	11-9141	Line item	467.1	482.2	0.3	0.3	15.1	3.2	37.4	37.8	62,850	High school diploma or equivalent	Less than 5 years	Short-term on-the-job training	OOH Content
Social and community service managers	11-9151	Line item	199.5	215.9	0.1	0.1	16.4	8.2	7.2	17.8	77,030	Bachelor's degree	Less than 5 years	None	OOH Content
Emergency management directors	11-9161	Line item	12.4	12.9	0.0	0.0	0.5	4.0	—	1.0	83,960	Bachelor's degree	5 years or more	None	OOH Content
Personal service managers	11-9170	Summary	63.7	67.2	0.0	0.0	3.5	5.6	57.5	5.2	64,520	—	—	—	—
Funeral home managers	11-9171	Line item	35.8	37.4	0.0	0.0	1.6	4.5	58.3	2.9	75,660	Associate's degree	Less than 5 years	None	OOH Content
Personal service managers, all other	11-9179	Line item	27.9	29.8	0.0	0.0	1.9	6.9	56.5	2.3	57,570	High school diploma or equivalent	Less than 5 years	None	—
Managers, all other	11-9199	Line item	1,282.5	1,356.2	0.8	0.8	73.7	5.7	50.5	105.8	133,560	Bachelor's degree	Less than 5 years	None	—
Business and financial operations occupations	13-0000	Summary	10,977.2	11,738.5	6.5	6.7	761.3	6.9	4.1	963.5	79,050	—	—	—	—
Business operations specialists	13-1000	Summary	7,643.7	8,189.7	4.6	4.7	546.0	7.1	3.7	694.1	78,500	—	—	—	—
Agents and business managers of artists, performers, and athletes	13-1011	Line item	18.6	20.4	0.0	0.0	1.7	9.2	33.6	2.1	84,900	Bachelor's degree	Less than 5 years	None	—
Buyers and purchasing agents	13-1020	Line item	524.1	561.4	0.3	0.3	37.2	7.1	6.3	54.7	71,950	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Claims adjusters, appraisers, examiners, and investigators	13-1030	Summary	355.6	339.5	0.2	0.2	-16.2	-4.6	3.0	21.5	75,020	—	—	—	—
Claims adjusters, examiners, and investigators	13-1031	Line item	345.2	330.0	0.2	0.2	-15.2	-4.4	3.0	20.9	75,050	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Insurance appraisers, auto damage	13-1032	Line item	10.5	9.5	0.0	0.0	-1.0	-9.2	3.6	0.6	74,520	Postsecondary nondegree award	None	Moderate-term on-the-job training	OOH Content
Compliance officers	13-1041	Line item	403.9	425.8	0.2	0.2	21.9	5.4	0.6	34.4	75,670	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Cost estimators	13-1051	Line item	227.9	219.6	0.1	0.1	-8.3	-3.6	1.3	18.0	74,740	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Human resources workers	13-1070	Summary	1,001.0	1,075.1	0.6	0.6	74.1	7.4	1.4	91.7	69,520	—	—	—	—
Human resources specialists	13-1071	Line item	933.7	1,007.9	0.6	0.6	74.2	7.9	1.4	86.2	67,650	Bachelor's degree	None	None	OOH Content
Farm labor contractors	13-1074	Line item	1.5	1.6	0.0	0.0	0.1	6.6	—	0.1	45,730	No formal educational credential	Less than 5 years	Short-term on-the-job training	—
Labor relations specialists	13-1075	Line item	65.8	65.6	0.0	0.0	-0.2	-0.3	1.4	5.3	89,980	Bachelor's degree	Less than 5 years	None	OOH Content
Logisticians and project management specialists	13-1080	Summary	1,210.7	1,326.3	0.7	0.8	115.6	9.6	0.5	103.2	94,630	—	—	—	—
Logisticians	13-1081	Line item	237.1	282.9	0.1	0.2	45.8	19.3	0.9	26.1	79,400	Bachelor's degree	None	None	OOH Content
Project management specialists	13-1082	Line item	973.6	1,043.4	0.6	0.6	69.9	7.2	0.4	77.0	98,580	Bachelor's degree	None	None	OOH Content
Management analysts	13-1111	Line item	1,018.3	1,126.2	0.6	0.6	107.9	10.6	14.4	95.7	99,410	Bachelor's degree	Less than 5 years	None	OOH Content
Meeting, convention, and event planners	13-1121	Line item	149.0	158.9	0.1	0.1	9.9	6.6	9.1	16.5	56,920	Bachelor's degree	None	None	OOH Content
Fundraisers	13-1131	Line item	125.9	133.3	0.1	0.1	7.4	5.9	0.7	10.0	64,160	Bachelor's degree	None	None	OOH Content
Compensation, benefits, and job analysis specialists	13-1141	Line item	103.7	111.0	0.1	0.1	7.2	7.0	0.5	8.2	74,530	Bachelor's degree	Less than 5 years	None	OOH Content
Training and development specialists	13-1151	Line item	420.1	468.6	0.3	0.3	48.5	11.5	0.3	42.2	64,340	Bachelor's degree	Less than 5 years	None	OOH Content
Market research analysts and marketing specialists	13-1161	Line item	903.4	978.3	0.5	0.6	74.9	8.3	3.6	88.5	74,680	Bachelor's degree	None	None	OOH Content
Business operations specialists, all other	13-1199	Line item	1,181.5	1,245.3	0.7	0.7	63.8	5.4	1.4	107.4	79,590	Bachelor's degree	None	None	—
Financial specialists	13-2000	Summary	3,333.5	3,548.8	2.0	2.0	215.3	6.5	5.0	269.4	80,090	—	—	—	—
Accountants and auditors	13-2011	Line item	1,562.0	1,653.4	0.9	0.9	91.4	5.8	4.0	130.8	79,880	Bachelor's degree	None	None	OOH Content
Property appraisers and assessors	13-2020	Line item	83.9	87.1	0.0	0.0	3.2	3.9	23.7	6.9	61,630	Bachelor's degree	None	Long-term on-the-job training	OOH Content
Budget analysts	13-2031	Line item	50.8	52.7	0.0	0.0	2.0	3.9	0.4	3.4	84,940	Bachelor's degree	None	None	OOH Content
Credit analysts	13-2041	Line item	73.7	70.8	0.0	0.0	-2.8	-3.9	—	4.6	79,420	Bachelor's degree	None	None	—
Financial analysts and advisors	13-2050	Summary	844.2	932.4	0.5	0.5	88.2	10.5	6.6	65.4	97,450	—	—	—	—
Financial and investment analysts	13-2051	Line item	347.4	380.5	0.2	0.2	33.1	9.5	3.5	26.1	99,010	Bachelor's degree	None	None	OOH Content
Personal financial advisors	13-2052	Line item	321.0	375.9	0.2	0.2	55.0	17.1	13.2	27.0	99,580	Bachelor's degree	None	Long-term on-the-job training	OOH Content
Insurance underwriters	13-2053	Line item	118.4	113.7	0.1	0.1	-4.7	-4.0	0.4	7.8	77,860	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Financial risk specialists	13-2054	Line item	57.5	62.3	0.0	0.0	4.8	8.4	1.4	4.6	106,090	Bachelor's degree	None	None	OOH Content
Financial examiners	13-2061	Line item	65.5	79.2	0.0	0.0	13.8	21.0	—	6.5	84,300	Bachelor's degree	None	Long-term on-the-job training	OOH Content
Credit counselors and loan officers	13-2070	Summary	365.9	372.0	0.2	0.2	6.1	1.7	2.8	25.3	65,280	—	—	—	—
Credit counselors	13-2071	Line item	31.8	33.3	0.0	0.0	1.5	4.9	2.0	2.3	48,570	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Loan officers	13-2072	Line item	334.1	338.7	0.2	0.2	4.5	1.4	2.8	22.9	69,990	Bachelor's degree	Less than 5 years	Moderate-term on-the-job training	OOH Content
Tax examiners, collectors and preparers, and revenue agents	13-2080	Summary	157.8	163.2	0.1	0.1	5.4	3.4	11.8	16.4	54,080	—	—	—	—
Tax examiners and collectors, and revenue agents	13-2081	Line item	54.0	55.0	0.0	0.0	1.0	1.9	—	4.1	58,530	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Tax preparers	13-2082	Line item	103.8	108.2	0.1	0.1	4.4	4.2	17.9	12.2	49,010	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Financial specialists, all other	13-2099	Line item	129.8	137.9	0.1	0.1	8.1	6.2	1.0	10.1	78,310	Bachelor's degree	None	None	—
Computer and mathematical occupations	15-0000	Summary	5,417.6	6,116.7	3.2	3.5	699.0	12.9	2.1	393.9	104,200	—	—	—	—
Computer occupations	15-1200	Summary	5,021.8	5,608.5	3.0	3.2	586.8	11.7	2.2	356.7	104,420	—	—	—	—
Computer and information analysts	15-1210	Summary	708.0	823.6	0.4	0.5	115.6	16.3	2.2	54.6	105,830	—	—	—	—
Computer systems analysts	15-1211	Line item	527.2	583.7	0.3	0.3	56.5	10.7	2.6	37.3	103,800	Bachelor's degree	None	None	OOH Content
Information security analysts	15-1212	Line item	180.7	239.8	0.1	0.1	59.1	32.7	1.2	17.3	120,360	Bachelor's degree	Less than 5 years	None	OOH Content
Computer and information research scientists	15-1221	Line item	36.6	46.0	0.0	0.0	9.4	25.6	—	3.4	145,080	Master's degree	None	None	OOH Content
Computer support specialists	15-1230	Summary	892.0	941.3	0.5	0.5	49.3	5.5	2.3	62.7	60,810	—	—	—	—
Computer network support specialists	15-1231	Line item	166.7	178.8	0.1	0.1	12.1	7.3	2.2	12.1	71,530	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Computer user support specialists	15-1232	Line item	725.3	762.5	0.4	0.4	37.2	5.1	2.3	50.6	59,240	Some college, no degree	None	Moderate-term on-the-job training	OOH Content
Database and network administrators and architects	15-1240	Summary	655.1	683.4	0.4	0.4	28.3	4.3	0.3	38.2	105,720	—	—	—	—
Computer network architects	15-1241	Line item	177.8	201.7	0.1	0.1	23.9	13.4	1.0	12.3	129,840	Bachelor's degree	5 years or more	None	OOH Content
Database administrators	15-1242	Line item	80.5	87.1	0.0	0.0	6.6	8.2	0.3	5.3	101,510	Bachelor's degree	None	None	OOH Content
Database architects	15-1243	Line item	61.4	68.0	0.0	0.0	6.6	10.8	0.3	4.2	134,700	Bachelor's degree	Less than 5 years	None	OOH Content
Network and computer systems administrators	15-1244	Line item	335.4	326.6	0.2	0.2	-8.8	-2.6	—	16.4	95,360	Bachelor's degree	None	None	OOH Content
Software and web developers, programmers, and testers	15-1250	Summary	2,259.2	2,592.3	1.3	1.5	333.1	14.7	2.4	163.0	127,120	—	—	—	—
Computer programmers	15-1251	Line item	139.4	126.0	0.1	0.1	-13.4	-9.6	11.2	6.4	99,700	Bachelor's degree	None	None	OOH Content
Software developers	15-1252	Line item	1,692.1	1,995.7	1.0	1.1	303.7	17.9	1.1	125.1	132,270	Bachelor's degree	None	None	OOH Content
Software quality assurance analysts and testers	15-1253	Line item	205.0	229.2	0.1	0.1	24.2	11.8	—	15.0	101,800	Bachelor's degree	None	None	OOH Content
Web developers	15-1254	Line item	94.1	102.5	0.1	0.1	8.5	9.0	6.4	6.6	84,960	Bachelor's degree	None	None	OOH Content
Web and digital interface designers	15-1255	Line item	128.6	138.8	0.1	0.1	10.2	7.9	10.0	9.9	98,540	Bachelor's degree	None	None	OOH Content
Computer occupations, all other	15-1299	Line item	470.9	522.0	0.3	0.3	51.1	10.8	3.9	34.8	104,920	Bachelor's degree	None	None	—
Mathematical science occupations	15-2000	Summary	395.9	508.1	0.2	0.3	112.3	28.4	1.1	37.1	101,460	—	—	—	—
Actuaries	15-2011	Line item	30.2	36.8	0.0	0.0	6.6	21.8	—	2.2	120,000	Bachelor's degree	None	Long-term on-the-job training	OOH Content
Mathematicians	15-2021	Line item	2.5	2.5	0.0	0.0	0.1	3.7	—	0.2	116,440	Master's degree	None	None	OOH Content
Operations research analysts	15-2031	Line item	123.3	151.6	0.1	0.1	28.3	23.0	—	11.3	83,640	Bachelor's degree	None	None	OOH Content
Statisticians	15-2041	Line item	32.4	36.2	0.0	0.0	3.8	11.8	1.3	2.3	104,110	Master's degree	None	None	OOH Content
Data scientists	15-2051	Line item	202.9	276.0	0.1	0.2	73.1	36.0	1.8	20.8	108,020	Bachelor's degree	None	None	OOH Content
Mathematical science occupations, all other	15-2099	Line item	4.6	4.9	0.0	0.0	0.3	6.9	1.3	0.3	70,620	Bachelor's degree	None	None	—
Architecture and engineering occupations	17-0000	Summary	2,639.7	2,819.7	1.6	1.6	180.0	6.8	2.3	195.0	91,420	—	—	—	—
Architects, surveyors, and cartographers	17-1000	Summary	217.4	232.4	0.1	0.1	15.0	6.9	10.2	15.5	80,850	—	—	—	—
Architects, except naval	17-1010	Summary	152.0	163.0	0.1	0.1	11.0	7.3	13.4	10.5	85,800	—	—	—	—
Architects, except landscape and naval	17-1011	Line item	127.3	137.2	0.1	0.1	9.9	7.8	12.5	8.5	93,310	Bachelor's degree	None	Internship/residency	OOH Content
Landscape architects	17-1012	Line item	24.7	25.8	0.0	0.0	1.2	4.7	17.8	2.1	79,320	Bachelor's degree	None	Internship/residency	OOH Content
Surveyors, cartographers, and photogrammetrists	17-1020	Summary	65.5	69.4	0.0	0.0	3.9	6.0	2.8	4.9	70,810	—	—	—	—
Cartographers and photogrammetrists	17-1021	Line item	12.9	13.7	0.0	0.0	0.8	6.3	1.8	1.0	76,210	Bachelor's degree	None	None	OOH Content
Surveyors	17-1022	Line item	52.6	55.7	0.0	0.0	3.1	5.9	3.1	4.0	68,540	Bachelor's degree	None	Internship/residency	OOH Content
Engineers	17-2000	Summary	1,756.1	1,906.5	1.0	1.1	150.4	8.6	1.3	118.5	102,660	—	—	—	—
Aerospace engineers	17-2011	Line item	68.9	73.0	0.0	0.0	4.1	6.0	—	4.2	130,720	Bachelor's degree	None	None	OOH Content
Agricultural engineers	17-2021	Line item	1.9	2.0	0.0	0.0	0.1	7.8	—	0.1	88,750	Bachelor's degree	None	None	OOH Content
Bioengineers and biomedical engineers	17-2031	Line item	19.7	21.2	0.0	0.0	1.5	7.4	0.3	1.4	100,730	Bachelor's degree	None	None	OOH Content
Chemical engineers	17-2041	Line item	21.4	23.5	0.0	0.0	2.1	9.8	—	1.4	112,100	Bachelor's degree	None	None	OOH Content
Civil engineers	17-2051	Line item	341.8	363.9	0.2	0.2	22.1	6.5	2.1	22.9	95,890	Bachelor's degree	None	None	OOH Content
Computer hardware engineers	17-2061	Line item	84.1	90.2	0.1	0.1	6.1	7.2	0.8	5.0	138,080	Bachelor's degree	None	None	OOH Content
Electrical and electronics engineers	17-2070	Summary	287.8	313.9	0.2	0.2	26.2	9.1	0.8	19.0	109,010	—	—	—	—
Electrical engineers	17-2071	Line item	189.1	206.3	0.1	0.1	17.2	9.1	0.8	12.5	106,950	Bachelor's degree	None	None	OOH Content
Electronics engineers, except computer	17-2072	Line item	98.7	107.6	0.1	0.1	8.9	9.1	0.7	6.5	119,200	Bachelor's degree	None	None	OOH Content
Environmental engineers	17-2081	Line item	41.3	44.2	0.0	0.0	2.9	6.9	0.9	3.0	100,090	Bachelor's degree	None	None	OOH Content
Industrial engineers, including health and safety	17-2110	Summary	359.7	401.8	0.2	0.2	42.1	11.7	0.4	26.8	99,500	—	—	—	—
Health and safety engineers, except mining safety engineers and inspectors	17-2111	Line item	23.1	24.3	0.0	0.0	1.2	5.1	0.4	1.5	103,690	Bachelor's degree	None	None	OOH Content
Industrial engineers	17-2112	Line item	336.6	377.5	0.2	0.2	40.9	12.2	0.4	25.2	99,380	Bachelor's degree	None	None	OOH Content
Marine engineers and naval architects	17-2121	Line item	10.1	11.0	0.0	0.0	0.8	8.0	—	0.9	100,270	Bachelor's degree	None	None	OOH Content
Materials engineers	17-2131	Line item	25.0	26.9	0.0	0.0	1.8	7.4	—	1.7	104,100	Bachelor's degree	None	None	OOH Content
Mechanical engineers	17-2141	Line item	291.9	323.9	0.2	0.2	32.1	11.0	1.6	19.8	99,510	Bachelor's degree	None	None	OOH Content
Mining and geological engineers, including mining safety engineers	17-2151	Line item	7.1	7.3	0.0	0.0	0.1	2.0	—	0.4	100,640	Bachelor's degree	None	None	OOH Content
Nuclear engineers	17-2161	Line item	13.4	13.3	0.0	0.0	-0.1	-0.8	3.4	0.7	125,460	Bachelor's degree	None	None	OOH Content
Petroleum engineers	17-2171	Line item	20.8	21.3	0.0	0.0	0.5	2.4	—	1.2	135,690	Bachelor's degree	None	None	OOH Content
Engineers, all other	17-2199	Line item	161.1	169.2	0.1	0.1	8.0	5.0	3.1	10.1	111,970	Bachelor's degree	None	None	—
Drafters, engineering technicians, and mapping technicians	17-3000	Summary	666.2	680.9	0.4	0.4	14.7	2.2	2.3	61.0	63,100	—	—	—	—
Drafters	17-3010	Summary	204.5	203.2	0.1	0.1	-1.3	-0.6	5.1	16.9	62,530	—	—	—	—
Architectural and civil drafters	17-3011	Line item	112.3	113.6	0.1	0.1	1.3	1.1	1.0	9.2	61,820	Associate's degree	None	None	OOH Content
Electrical and electronics drafters	17-3012	Line item	23.2	24.2	0.0	0.0	1.0	4.1	10.1	2.2	69,260	Associate's degree	None	None	OOH Content
Mechanical drafters	17-3013	Line item	50.4	47.9	0.0	0.0	-2.5	-4.9	10.2	4.0	64,060	Associate's degree	None	None	OOH Content
Drafters, all other	17-3019	Line item	18.5	17.4	0.0	0.0	-1.1	-5.7	10.1	1.5	59,260	Associate's degree	None	None	OOH Content
Engineering technologists and technicians, except drafters	17-3020	Summary	404.3	417.1	0.2	0.2	12.8	3.2	0.9	36.5	64,840	—	—	—	—
Aerospace engineering and operations technologists and technicians	17-3021	Line item	11.0	11.9	0.0	0.0	0.9	7.9	1.2	1.1	77,830	Associate's degree	None	None	OOH Content
Civil engineering technologists and technicians	17-3022	Line item	66.0	67.1	0.0	0.0	1.2	1.8	0.7	5.7	60,700	Associate's degree	None	None	OOH Content
Electrical and electronic engineering technologists and technicians	17-3023	Line item	99.6	102.6	0.1	0.1	3.0	3.0	0.6	9.5	72,800	Associate's degree	None	None	OOH Content
Electro-mechanical and mechatronics technologists and technicians	17-3024	Line item	15.8	15.6	0.0	0.0	-0.2	-1.2	1.2	1.3	65,080	Associate's degree	None	None	OOH Content
Environmental engineering technologists and technicians	17-3025	Line item	14.2	14.5	0.0	0.0	0.3	2.3	1.0	1.2	54,000	Associate's degree	None	None	OOH Content
Industrial engineering technologists and technicians	17-3026	Line item	74.5	77.6	0.0	0.0	3.0	4.1	1.2	6.7	62,610	Associate's degree	None	None	OOH Content
Mechanical engineering technologists and technicians	17-3027	Line item	39.9	40.7	0.0	0.0	0.8	1.9	1.2	3.5	64,020	Associate's degree	None	None	OOH Content
Calibration technologists and technicians	17-3028	Line item	13.8	14.5	0.0	0.0	0.8	5.5	1.2	1.3	62,790	Associate's degree	None	None	OOH Content
Engineering technologists and technicians, except drafters, all other	17-3029	Line item	69.5	72.6	0.0	0.0	3.1	4.4	0.9	6.3	73,500	Associate's degree	None	None	—
Surveying and mapping technicians	17-3031	Line item	57.4	60.6	0.0	0.0	3.2	5.6	1.6	7.6	48,940	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Life, physical, and social science occupations	19-0000	Summary	1,574.1	1,691.7	0.9	1.0	117.6	7.5	5.2	148.4	78,280	—	—	—	—
Life scientists	19-1000	Summary	388.8	422.4	0.2	0.2	33.6	8.6	1.4	29.1	88,620	—	—	—	—
Agricultural and food scientists	19-1010	Summary	37.2	40.2	0.0	0.0	2.9	7.9	—	3.1	76,400	—	—	—	—
Animal scientists	19-1011	Line item	2.5	2.7	0.0	0.0	0.2	7.9	—	0.2	70,140	Bachelor's degree	None	None	OOH Content
Food scientists and technologists	19-1012	Line item	14.5	15.7	0.0	0.0	1.3	8.9	—	1.2	82,090	Bachelor's degree	None	None	OOH Content
Soil and plant scientists	19-1013	Line item	20.3	21.7	0.0	0.0	1.5	7.2	—	1.7	68,240	Bachelor's degree	None	None	OOH Content
Biological scientists	19-1020	Summary	144.6	154.0	0.1	0.1	9.4	6.5	1.5	11.9	91,790	—	—	—	—
Biochemists and biophysicists	19-1021	Line item	35.7	39.0	0.0	0.0	3.2	9.0	2.2	3.1	107,460	Doctoral or professional degree	None	None	OOH Content
Microbiologists	19-1022	Line item	23.2	24.8	0.0	0.0	1.6	6.7	1.8	1.9	85,470	Bachelor's degree	None	None	OOH Content
Zoologists and wildlife biologists	19-1023	Line item	18.8	19.6	0.0	0.0	0.8	4.4	0.6	1.5	70,600	Bachelor's degree	None	None	OOH Content
Biological scientists, all other	19-1029	Line item	66.8	70.6	0.0	0.0	3.8	5.6	1.4	5.4	91,100	Bachelor's degree	None	None	—
Conservation scientists and foresters	19-1030	Summary	41.4	43.3	0.0	0.0	1.9	4.6	4.0	3.9	68,300	—	—	—	—
Conservation scientists	19-1031	Line item	25.9	27.4	0.0	0.0	1.4	5.6	4.1	2.5	68,750	Bachelor's degree	None	None	OOH Content
Foresters	19-1032	Line item	15.4	15.9	0.0	0.0	0.5	3.0	3.8	1.4	67,330	Bachelor's degree	None	None	OOH Content
Medical scientists	19-1040	Summary	157.6	176.5	0.1	0.1	18.9	12.0	0.9	9.7	99,980	—	—	—	—
Epidemiologists	19-1041	Line item	11.0	13.1	0.0	0.0	2.1	18.8	—	0.8	81,390	Master's degree	None	None	OOH Content
Medical scientists, except epidemiologists	19-1042	Line item	146.6	163.4	0.1	0.1	16.8	11.5	0.9	8.9	100,890	Doctoral or professional degree	None	None	OOH Content
Life scientists, all other	19-1099	Line item	8.0	8.5	0.0	0.0	0.5	6.5	0.8	0.4	86,950	Bachelor's degree	None	None	—
Physical scientists	19-2000	Summary	280.9	299.2	0.2	0.2	18.2	6.5	3.6	23.8	89,350	—	—	—	—
Astronomers and physicists	19-2010	Summary	23.5	25.2	0.0	0.0	1.7	7.2	6.9	1.6	149,530	—	—	—	—
Astronomers	19-2011	Line item	2.4	2.6	0.0	0.0	0.2	7.4	6.2	0.2	127,930	Doctoral or professional degree	None	None	OOH Content
Physicists	19-2012	Line item	21.1	22.6	0.0	0.0	1.5	7.2	7.0	1.4	155,680	Doctoral or professional degree	None	None	OOH Content
Atmospheric and space scientists	19-2021	Line item	9.9	10.5	0.0	0.0	0.6	5.6	—	0.9	92,860	Bachelor's degree	None	None	OOH Content
Chemists and materials scientists	19-2030	Summary	96.4	103.9	0.1	0.1	7.5	7.7	—	7.8	87,180	—	—	—	—
Chemists	19-2031	Line item	87.2	93.8	0.1	0.1	6.6	7.6	—	7.1	84,680	Bachelor's degree	None	None	OOH Content
Materials scientists	19-2032	Line item	9.2	10.0	0.0	0.0	0.8	8.7	—	0.8	106,160	Bachelor's degree	None	None	OOH Content
Environmental scientists and geoscientists	19-2040	Summary	117.1	124.8	0.1	0.1	7.7	6.6	—	11.1	81,360	—	—	—	—
Environmental scientists and specialists, including health	19-2041	Line item	84.6	90.7	0.1	0.1	6.1	7.3	—	8.5	78,980	Bachelor's degree	None	None	OOH Content
Geoscientists, except hydrologists and geographers	19-2042	Line item	26.0	27.4	0.0	0.0	1.4	5.5	—	2.2	92,580	Bachelor's degree	None	None	OOH Content
Hydrologists	19-2043	Line item	6.5	6.7	0.0	0.0	0.2	2.8	—	0.5	88,770	Bachelor's degree	None	None	OOH Content
Physical scientists, all other	19-2099	Line item	34.1	34.9	0.0	0.0	0.8	2.3	24.7	2.3	112,280	Bachelor's degree	None	None	—
Social scientists and related workers	19-3000	Summary	342.3	361.8	0.2	0.2	19.5	5.7	16.9	24.0	89,440	—	—	—	—
Economists	19-3011	Line item	17.5	18.4	0.0	0.0	0.9	5.1	0.4	1.0	115,730	Master's degree	None	None	OOH Content
Survey researchers	19-3022	Line item	9.7	9.7	0.0	0.0	0.0	-0.2	5.8	0.8	60,960	Master's degree	None	None	OOH Content
Psychologists	19-3030	Summary	207.5	221.6	0.1	0.1	14.0	6.8	26.4	13.0	92,740	—	—	—	—
Industrial-organizational psychologists	19-3032	Line item	8.6	9.1	0.0	0.0	0.5	5.8	87.6	0.6	147,420	Master's degree	None	Internship/residency	OOH Content
Clinical and counseling psychologists	19-3033	Line item	76.8	87.0	0.0	0.0	10.2	13.3	4.3	5.1	96,100	Doctoral or professional degree	None	Internship/residency	OOH Content
School psychologists	19-3034	Line item	65.5	66.0	0.0	0.0	0.5	0.7	4.3	3.6	84,940	Master's degree	None	Internship/residency	OOH Content
Psychologists, all other	19-3039	Line item	56.6	59.4	0.0	0.0	2.9	5.0	72.5	3.8	117,750	Master's degree	None	Internship/residency	OOH Content
Sociologists	19-3041	Line item	3.3	3.6	0.0	0.0	0.2	6.9	3.9	0.3	101,770	Master's degree	None	None	OOH Content
Urban and regional planners	19-3051	Line item	45.2	47.1	0.0	0.0	2.0	4.3	2.1	3.6	81,800	Master's degree	None	None	OOH Content
Miscellaneous social scientists and related workers	19-3090	Summary	59.1	61.5	0.0	0.0	2.4	4.1	2.4	5.3	91,210	—	—	—	—
Anthropologists and archeologists	19-3091	Line item	8.7	9.3	0.0	0.0	0.7	7.8	5.0	0.8	63,800	Master's degree	None	None	OOH Content
Geographers	19-3092	Line item	1.6	1.7	0.0	0.0	0.0	2.5	—	0.1	90,880	Bachelor's degree	None	None	OOH Content
Historians	19-3093	Line item	3.4	3.6	0.0	0.0	0.2	5.7	2.8	0.3	72,890	Master's degree	None	None	OOH Content
Political scientists	19-3094	Line item	6.2	6.3	0.0	0.0	0.2	2.6	1.7	0.5	132,350	Master's degree	None	None	OOH Content
Social scientists and related workers, all other	19-3099	Line item	39.2	40.6	0.0	0.0	1.3	3.4	2.0	3.5	95,890	Bachelor's degree	None	None	—
Life, physical, and social science technicians	19-4000	Summary	408.5	432.8	0.2	0.2	24.3	6.0	2.1	53.4	53,700	—	—	—	—
Agricultural and food science technicians	19-4010	Summary	44.7	47.7	0.0	0.0	3.0	6.7	6.3	6.9	47,010	—	—	—	—
Agricultural technicians	19-4012	Line item	19.6	20.8	0.0	0.0	1.2	5.9	5.8	3.0	43,180	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Food science technicians	19-4013	Line item	25.1	26.9	0.0	0.0	1.8	7.3	6.7	3.9	49,090	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Biological technicians	19-4021	Line item	83.1	88.6	0.0	0.1	5.5	6.6	—	10.3	51,430	Bachelor's degree	None	None	OOH Content
Chemical technicians	19-4031	Line item	58.3	61.4	0.0	0.0	3.2	5.5	0.9	7.3	56,750	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Environmental science and geoscience technicians	19-4040	Summary	46.2	49.0	0.0	0.0	2.8	6.0	—	5.5	51,220	—	—	—	—
Environmental science and protection technicians, including health	19-4042	Line item	33.9	36.2	0.0	0.0	2.4	7.0	—	4.1	50,660	Associate's degree	None	None	OOH Content
Geological technicians, except hydrologic technicians	19-4043	Line item	9.2	9.5	0.0	0.0	0.3	3.8	—	1.1	52,440	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Hydrologic technicians	19-4044	Line item	3.2	3.3	0.0	0.0	0.1	2.4	—	0.4	55,890	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Nuclear technicians	19-4051	Line item	5.4	5.1	0.0	0.0	-0.3	-6.2	—	0.5	101,740	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Social science research assistants	19-4061	Line item	37.5	39.9	0.0	0.0	2.4	6.3	4.0	5.0	56,400	Bachelor's degree	None	None	—
Forest and conservation technicians	19-4071	Line item	31.3	31.8	0.0	0.0	0.5	1.7	0.6	4.0	51,880	Associate's degree	None	None	—
Miscellaneous life, physical, and social science technicians	19-4090	Summary	101.9	109.3	0.1	0.1	7.4	7.2	3.6	13.8	59,800	—	—	—	—
Forensic science technicians	19-4092	Line item	18.6	21.2	0.0	0.0	2.5	13.6	0.7	2.7	64,940	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Life, physical, and social science technicians, all other	19-4099	Line item	83.3	88.2	0.0	0.1	4.8	5.8	4.3	11.1	58,350	Associate's degree	None	None	—
Occupational health and safety specialists and technicians	19-5000	Summary	153.5	175.5	0.1	0.1	21.9	14.3	0.2	18.2	77,580	—	—	—	—
Occupational health and safety specialists	19-5011	Line item	125.9	144.7	0.1	0.1	18.8	14.9	0.2	15.1	81,140	Bachelor's degree	None	None	OOH Content
Occupational health and safety technicians	19-5012	Line item	27.6	30.8	0.0	0.0	3.2	11.4	0.2	3.2	57,920	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Community and social service occupations	21-0000	Summary	3,044.7	3,291.7	1.8	1.9	247.0	8.1	3.8	299.4	52,000	—	—	—	—
Counselors, social workers, and other community and social service specialists	21-1000	Summary	2,544.8	2,780.0	1.5	1.6	235.2	9.2	3.8	249.3	51,970	—	—	—	—
Counselors	21-1010	Summary	1,040.0	1,164.1	0.6	0.7	124.1	11.9	7.7	100.9	56,470	—	—	—	—
Educational, guidance, and career counselors and advisors	21-1012	Line item	360.8	377.0	0.2	0.2	16.2	4.5	0.6	29.1	61,710	Master's degree	None	None	OOH Content
Marriage and family therapists	21-1013	Line item	76.0	88.2	0.0	0.1	12.3	16.2	14.1	7.5	58,510	Master's degree	None	Internship/residency	OOH Content
Rehabilitation counselors	21-1015	Line item	87.6	89.2	0.1	0.1	1.6	1.8	—	8.0	44,040	Master's degree	None	None	OOH Content
Substance abuse, behavioral disorder, and mental health counselors	21-1018	Line item	449.8	534.3	0.3	0.3	84.5	18.8	8.5	48.9	53,710	Master's degree	None	Internship/residency	OOH Content
Counselors, all other	21-1019	Line item	65.9	75.4	0.0	0.0	9.5	14.4	43.9	7.4	46,130	Master's degree	None	None	—
Social workers	21-1020	Summary	751.9	806.6	0.4	0.5	54.7	7.3	1.7	67.3	58,380	—	—	—	—
Child, family, and school social workers	21-1021	Line item	365.9	383.8	0.2	0.2	17.9	4.9	—	31.4	53,940	Bachelor's degree	None	None	OOH Content
Healthcare social workers	21-1022	Line item	193.2	211.9	0.1	0.1	18.7	9.7	0.4	18.8	62,940	Master's degree	None	Internship/residency	OOH Content
Mental health and substance abuse social workers	21-1023	Line item	123.7	138.1	0.1	0.1	14.4	11.6	4.3	11.1	55,960	Master's degree	None	Internship/residency	OOH Content
Social workers, all other	21-1029	Line item	69.0	72.8	0.0	0.0	3.8	5.5	10.2	6.1	63,770	Bachelor's degree	None	None	OOH Content
Miscellaneous community and social service specialists	21-1090	Summary	752.9	809.3	0.4	0.5	56.4	7.5	0.5	81.1	46,250	—	—	—	—
Health education specialists	21-1091	Line item	62.1	66.4	0.0	0.0	4.3	7.0	0.8	6.7	62,860	Bachelor's degree	None	None	OOH Content
Probation officers and correctional treatment specialists	21-1092	Line item	90.7	94.0	0.1	0.1	3.2	3.6	—	7.4	61,800	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Social and human service assistants	21-1093	Line item	433.0	467.4	0.3	0.3	34.4	7.9	0.5	48.4	41,410	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Community health workers	21-1094	Line item	63.4	71.7	0.0	0.0	8.3	13.1	0.9	7.5	48,200	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Community and social service specialists, all other	21-1099	Line item	103.6	109.8	0.1	0.1	6.1	5.9	0.7	11.1	49,690	Bachelor's degree	None	None	—
Religious workers	21-2000	Summary	499.9	511.7	0.3	0.3	11.9	2.4	3.5	50.1	54,180	—	—	—	—
Clergy	21-2011	Line item	260.1	266.7	0.2	0.2	6.5	2.5	6.0	23.4	58,920	Bachelor's degree	None	Moderate-term on-the-job training	—
Directors, religious activities and education	21-2021	Line item	155.9	159.4	0.1	0.1	3.5	2.2	0.1	15.4	50,140	Bachelor's degree	Less than 5 years	None	—
Religious workers, all other	21-2099	Line item	83.8	85.7	0.0	0.0	1.9	2.2	2.2	11.3	37,960	Bachelor's degree	None	None	—
Legal occupations	23-0000	Summary	1,394.4	1,446.2	0.8	0.8	51.8	3.7	9.0	85.6	99,220	—	—	—	—
Lawyers, judges, and related workers	23-1000	Summary	924.5	971.0	0.6	0.6	46.5	5.0	12.4	38.6	140,320	—	—	—	—
Lawyers and judicial law clerks	23-1010	Summary	874.6	919.4	0.5	0.5	44.8	5.1	13.1	36.6	142,440	—	—	—	—
Lawyers	23-1011	Line item	859.0	903.3	0.5	0.5	44.2	5.2	13.3	35.6	145,760	Doctoral or professional degree	None	None	OOH Content
Judicial law clerks	23-1012	Line item	15.6	16.1	0.0	0.0	0.5	3.4	—	1.0	57,490	Doctoral or professional degree	None	None	—
Judges, magistrates, and other judicial workers	23-1020	Summary	49.9	51.6	0.0	0.0	1.7	3.4	1.5	2.0	120,140	—	—	—	—
Administrative law judges, adjudicators, and hearing officers	23-1021	Line item	15.8	16.1	0.0	0.0	0.3	2.1	—	0.6	111,090	Doctoral or professional degree	5 years or more	Short-term on-the-job training	OOH Content
Arbitrators, mediators, and conciliators	23-1022	Line item	8.2	8.7	0.0	0.0	0.5	6.1	9.4	0.3	71,540	Bachelor's degree	Less than 5 years	Moderate-term on-the-job training	OOH Content
Judges, magistrate judges, and magistrates	23-1023	Line item	25.9	26.8	0.0	0.0	0.9	3.4	—	1.0	148,910	Doctoral or professional degree	5 years or more	Short-term on-the-job training	OOH Content
Legal support workers	23-2000	Summary	469.9	475.2	0.3	0.3	5.3	1.1	2.3	47.0	60,690	—	—	—	—
Paralegals and legal assistants	23-2011	Line item	366.2	370.5	0.2	0.2	4.3	1.2	1.8	37.3	60,970	Associate's degree	None	None	OOH Content
Miscellaneous legal support workers	23-2090	Summary	103.7	104.7	0.1	0.1	1.0	1.0	3.8	9.7	59,380	—	—	—	—
Title examiners, abstractors, and searchers	23-2093	Line item	56.3	56.9	0.0	0.0	0.6	1.0	4.3	5.1	53,550	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Legal support workers, all other	23-2099	Line item	47.3	47.8	0.0	0.0	0.5	1.0	3.2	4.6	67,700	Associate's degree	None	None	—
Educational instruction and library occupations	25-0000	Summary	9,579.9	9,731.2	5.7	5.6	151.3	1.6	1.7	868.0	59,940	—	—	—	—
Postsecondary teachers	25-1000	Summary	1,721.9	1,839.9	1.0	1.1	117.9	6.8	0.3	143.9	82,270	—	—	—	—
Business teachers, postsecondary	25-1011	Line item	104.9	111.9	0.1	0.1	7.0	6.7	0.3	8.7	97,130	Doctoral or professional degree	None	None	OOH Content
Math and computer science teachers, postsecondary	25-1020	Summary	103.5	108.2	0.1	0.1	4.7	4.5	0.2	8.3	83,300	—	—	—	—
Computer science teachers, postsecondary	25-1021	Line item	45.0	47.7	0.0	0.0	2.7	6.1	0.2	3.7	96,430	Doctoral or professional degree	None	None	OOH Content
Mathematical science teachers, postsecondary	25-1022	Line item	58.5	60.4	0.0	0.0	1.9	3.3	0.1	4.6	81,020	Doctoral or professional degree	None	None	OOH Content
Engineering and architecture teachers, postsecondary	25-1030	Summary	59.5	64.3	0.0	0.0	4.8	8.1	0.2	5.1	106,860	—	—	—	—
Architecture teachers, postsecondary	25-1031	Line item	10.7	11.0	0.0	0.0	0.3	3.2	—	0.8	105,770	Doctoral or professional degree	None	None	OOH Content
Engineering teachers, postsecondary	25-1032	Line item	48.8	53.3	0.0	0.0	4.5	9.2	0.2	4.2	106,910	Doctoral or professional degree	None	None	OOH Content
Life sciences teachers, postsecondary	25-1040	Summary	76.0	81.9	0.0	0.0	6.0	7.8	0.2	6.5	84,260	—	—	—	—
Agricultural sciences teachers, postsecondary	25-1041	Line item	9.5	9.9	0.0	0.0	0.5	4.8	—	0.8	85,260	Doctoral or professional degree	None	None	OOH Content
Biological science teachers, postsecondary	25-1042	Line item	64.9	70.3	0.0	0.0	5.4	8.4	0.2	5.6	83,920	Doctoral or professional degree	None	None	OOH Content
Forestry and conservation science teachers, postsecondary	25-1043	Line item	1.6	1.7	0.0	0.0	0.1	5.0	—	0.1	101,650	Doctoral or professional degree	None	None	OOH Content
Physical sciences teachers, postsecondary	25-1050	Summary	66.6	69.0	0.0	0.0	2.4	3.6	0.2	5.3	94,060	—	—	—	—
Atmospheric, earth, marine, and space sciences teachers, postsecondary	25-1051	Line item	14.4	15.0	0.0	0.0	0.5	3.8	—	1.1	100,690	Doctoral or professional degree	None	None	OOH Content
Chemistry teachers, postsecondary	25-1052	Line item	25.4	26.2	0.0	0.0	0.9	3.4	0.2	2.0	85,810	Doctoral or professional degree	None	None	OOH Content
Environmental science teachers, postsecondary	25-1053	Line item	9.1	9.4	0.0	0.0	0.4	3.9	—	0.7	88,410	Doctoral or professional degree	None	None	OOH Content
Physics teachers, postsecondary	25-1054	Line item	17.7	18.4	0.0	0.0	0.7	3.7	—	1.4	98,020	Doctoral or professional degree	None	None	OOH Content
Social sciences teachers, postsecondary	25-1060	Summary	149.9	155.8	0.1	0.1	5.9	3.9	0.2	11.9	84,600	—	—	—	—
Anthropology and archeology teachers, postsecondary	25-1061	Line item	6.3	6.5	0.0	0.0	0.2	3.8	—	0.5	93,650	Doctoral or professional degree	None	None	OOH Content
Area, ethnic, and cultural studies teachers, postsecondary	25-1062	Line item	14.7	15.3	0.0	0.0	0.5	3.6	—	1.2	86,030	Doctoral or professional degree	None	None	OOH Content
Economics teachers, postsecondary	25-1063	Line item	15.5	16.0	0.0	0.0	0.5	3.5	—	1.2	115,300	Doctoral or professional degree	None	None	OOH Content
Geography teachers, postsecondary	25-1064	Line item	4.3	4.5	0.0	0.0	0.2	4.3	—	0.3	85,600	Doctoral or professional degree	None	None	OOH Content
Political science teachers, postsecondary	25-1065	Line item	21.7	22.4	0.0	0.0	0.7	3.3	0.3	1.7	93,810	Doctoral or professional degree	None	None	OOH Content
Psychology teachers, postsecondary	25-1066	Line item	51.1	53.6	0.0	0.0	2.6	5.0	0.3	4.1	82,140	Doctoral or professional degree	None	None	OOH Content
Sociology teachers, postsecondary	25-1067	Line item	16.1	16.6	0.0	0.0	0.5	3.4	—	1.3	82,670	Doctoral or professional degree	None	None	OOH Content
Social sciences teachers, postsecondary, all other	25-1069	Line item	20.3	20.8	0.0	0.0	0.6	2.7	—	1.6	77,750	Doctoral or professional degree	None	None	OOH Content
Health teachers, postsecondary	25-1070	Summary	374.1	443.5	0.2	0.3	69.4	18.5	0.3	37.3	100,950	—	—	—	—
Health specialties teachers, postsecondary	25-1071	Line item	284.2	337.5	0.2	0.2	53.3	18.8	0.3	28.4	105,650	Doctoral or professional degree	Less than 5 years	None	OOH Content
Nursing instructors and teachers, postsecondary	25-1072	Line item	89.9	105.9	0.1	0.1	16.1	17.9	0.3	8.9	80,780	Doctoral or professional degree	Less than 5 years	None	OOH Content
Education and library science teachers, postsecondary	25-1080	Summary	82.5	85.3	0.0	0.0	2.7	3.3	0.3	6.5	74,550	—	—	—	—
Education teachers, postsecondary	25-1081	Line item	77.2	79.7	0.0	0.0	2.5	3.3	0.3	6.1	73,240	Doctoral or professional degree	Less than 5 years	None	OOH Content
Library science teachers, postsecondary	25-1082	Line item	5.3	5.5	0.0	0.0	0.2	4.2	—	0.4	80,310	Doctoral or professional degree	None	None	OOH Content
Law, criminal justice, and social work teachers, postsecondary	25-1110	Summary	50.2	51.6	0.0	0.0	1.4	2.9	0.3	3.9	81,770	—	—	—	—
Criminal justice and law enforcement teachers, postsecondary	25-1111	Line item	16.1	16.6	0.0	0.0	0.5	2.9	—	1.3	69,030	Doctoral or professional degree	None	None	OOH Content
Law teachers, postsecondary	25-1112	Line item	19.0	19.4	0.0	0.0	0.4	2.2	0.4	1.5	127,360	Doctoral or professional degree	Less than 5 years	None	OOH Content
Social work teachers, postsecondary	25-1113	Line item	15.1	15.7	0.0	0.0	0.5	3.6	—	1.2	75,020	Doctoral or professional degree	None	None	OOH Content
Arts, communications, history, and humanities teachers, postsecondary	25-1120	Summary	310.9	317.3	0.2	0.2	6.4	2.1	0.3	23.9	79,960	—	—	—	—
Art, drama, and music teachers, postsecondary	25-1121	Line item	127.4	130.9	0.1	0.1	3.5	2.7	0.3	9.9	80,360	Master's degree	None	None	OOH Content
Communications teachers, postsecondary	25-1122	Line item	35.0	36.2	0.0	0.0	1.2	3.3	0.2	2.8	79,910	Doctoral or professional degree	None	None	OOH Content
English language and literature teachers, postsecondary	25-1123	Line item	70.1	70.9	0.0	0.0	0.8	1.1	0.2	5.3	78,130	Doctoral or professional degree	None	None	OOH Content
Foreign language and literature teachers, postsecondary	25-1124	Line item	26.1	26.4	0.0	0.0	0.3	1.0	0.3	2.0	78,760	Doctoral or professional degree	None	None	OOH Content
History teachers, postsecondary	25-1125	Line item	25.8	26.0	0.0	0.0	0.2	0.9	0.2	1.9	82,140	Doctoral or professional degree	None	None	OOH Content
Philosophy and religion teachers, postsecondary	25-1126	Line item	26.4	27.0	0.0	0.0	0.5	2.0	0.4	2.0	79,930	Doctoral or professional degree	None	None	OOH Content
Miscellaneous postsecondary teachers	25-1190	Summary	343.8	351.1	0.2	0.2	7.3	2.1	0.2	26.5	71,800	—	—	—	—
Family and consumer sciences teachers, postsecondary	25-1192	Line item	3.3	3.5	0.0	0.0	0.1	4.3	—	0.3	78,410	Doctoral or professional degree	None	None	OOH Content
Recreation and fitness studies teachers, postsecondary	25-1193	Line item	16.2	16.7	0.0	0.0	0.6	3.4	—	1.3	75,770	Doctoral or professional degree	None	None	OOH Content
Career/technical education teachers, postsecondary	25-1194	Line item	121.8	121.9	0.1	0.1	0.1	0.1	0.4	9.0	62,060	Bachelor's degree	Less than 5 years	None	OOH Content
Postsecondary teachers, all other	25-1199	Line item	202.5	209.0	0.1	0.1	6.5	3.2	0.2	15.9	79,870	Doctoral or professional degree	None	None	—
Preschool, elementary, middle, secondary, and special education teachers	25-2000	Summary	4,437.0	4,434.5	2.6	2.5	-2.5	-0.1	0.4	315.4	63,280	—	—	—	—
Preschool and kindergarten teachers	25-2010	Summary	651.2	673.6	0.4	0.4	22.4	3.4	0.8	74.7	39,330	—	—	—	—
Preschool teachers, except special education	25-2011	Line item	528.5	551.8	0.3	0.3	23.3	4.4	1.0	61.4	37,130	Associate's degree	None	None	OOH Content
Kindergarten teachers, except special education	25-2012	Line item	122.7	121.8	0.1	0.1	-0.8	-0.7	0.2	13.3	62,690	Bachelor's degree	None	None	OOH Content
Elementary and middle school teachers	25-2020	Summary	2,093.2	2,077.7	1.2	1.2	-15.5	-0.7	0.4	135.4	63,870	—	—	—	—
Elementary school teachers, except special education	25-2021	Line item	1,441.0	1,430.4	0.9	0.8	-10.7	-0.7	0.4	93.2	63,680	Bachelor's degree	None	None	OOH Content
Middle school teachers, except special and career/technical education	25-2022	Line item	640.0	635.3	0.4	0.4	-4.7	-0.7	0.5	41.4	64,290	Bachelor's degree	None	None	OOH Content
Career/technical education teachers, middle school	25-2023	Line item	12.2	12.1	0.0	0.0	-0.1	-0.9	—	0.8	63,860	Bachelor's degree	Less than 5 years	None	OOH Content
Secondary school teachers	25-2030	Summary	1,161.0	1,153.5	0.7	0.7	-7.6	-0.7	0.2	69.4	65,210	—	—	—	—
Secondary school teachers, except special and career/technical education	25-2031	Line item	1,071.4	1,064.5	0.6	0.6	-6.9	-0.6	0.2	64.0	65,220	Bachelor's degree	None	None	OOH Content
Career/technical education teachers, secondary school	25-2032	Line item	89.6	88.9	0.1	0.1	-0.7	-0.8	—	5.3	65,130	Bachelor's degree	Less than 5 years	None	OOH Content
Special education teachers	25-2050	Summary	531.6	529.7	0.3	0.3	-1.9	-0.4	0.2	35.9	65,910	—	—	—	—
Special education teachers, preschool	25-2051	Line item	25.7	26.1	0.0	0.0	0.4	1.6	0.8	1.8	65,270	Bachelor's degree	None	None	OOH Content
Special education teachers, kindergarten and elementary school	25-2052	Line item	212.7	211.2	0.1	0.1	-1.6	-0.7	0.1	14.2	64,910	Bachelor's degree	None	None	OOH Content
Special education teachers, middle school	25-2057	Line item	88.6	87.8	0.1	0.1	-0.8	-0.9	0.1	5.9	66,600	Bachelor's degree	None	None	OOH Content
Special education teachers, secondary school	25-2058	Line item	159.5	158.6	0.1	0.1	-0.9	-0.6	0.2	10.7	66,620	Bachelor's degree	None	None	OOH Content
Special education teachers, all other	25-2059	Line item	45.1	46.0	0.0	0.0	1.0	2.1	0.7	3.2	67,190	Bachelor's degree	None	None	OOH Content
Other teachers and instructors	25-3000	Summary	1,223.7	1,250.3	0.7	0.7	26.6	2.2	10.7	160.6	41,700	—	—	—	—
Adult basic education, adult secondary education, and english as a second language instructors	25-3011	Line item	41.7	36.4	0.0	0.0	-5.3	-12.7	5.9	4.1	60,560	Bachelor's degree	None	None	OOH Content
Self-enrichment teachers	25-3021	Line item	370.1	382.8	0.2	0.2	12.7	3.4	18.4	46.1	45,330	High school diploma or equivalent	Less than 5 years	None	—
Substitute teachers, short-term	25-3031	Line item	473.3	489.2	0.3	0.3	15.9	3.4	5.2	58.9	37,380	Bachelor's degree	None	None	—
Tutors	25-3041	Line item	195.1	196.4	0.1	0.1	1.3	0.7	11.3	34.0	39,580	Some college, no degree	None	None	OOH Content
Teachers and instructors, all other	25-3099	Line item	143.5	145.5	0.1	0.1	1.9	1.4	9.5	17.4	64,390	Bachelor's degree	None	None	—
Librarians, curators, and archivists	25-4000	Summary	261.2	264.8	0.2	0.2	3.6	1.4	0.9	31.1	55,460	—	—	—	—
Archivists, curators, and museum technicians	25-4010	Summary	37.5	41.5	0.0	0.0	4.0	10.7	6.1	4.7	57,120	—	—	—	—
Archivists	25-4011	Line item	8.8	9.5	0.0	0.0	0.7	8.0	5.3	1.1	59,910	Master's degree	None	None	OOH Content
Curators	25-4012	Line item	14.2	16.0	0.0	0.0	1.7	12.2	6.6	1.8	61,750	Master's degree	None	None	OOH Content
Museum technicians and conservators	25-4013	Line item	14.4	16.0	0.0	0.0	1.6	10.7	6.0	1.8	48,670	Bachelor's degree	None	None	OOH Content
Librarians and media collections specialists	25-4022	Line item	142.2	146.4	0.1	0.1	4.2	2.9	—	13.3	64,370	Master's degree	None	None	OOH Content
Library technicians	25-4031	Line item	81.5	77.0	0.0	0.0	-4.6	-5.6	—	13.2	39,310	Postsecondary nondegree award	None	None	OOH Content
Other educational instruction and library occupations	25-9000	Summary	1,936.1	1,941.8	1.2	1.1	5.7	0.3	0.6	217.0	37,330	—	—	—	—
Farm and home management educators	25-9021	Line item	9.8	9.7	0.0	0.0	-0.2	-1.7	—	0.8	59,770	Master's degree	None	None	—
Instructional coordinators	25-9031	Line item	225.2	229.3	0.1	0.1	4.1	1.8	2.0	20.1	74,620	Master's degree	5 years or more	None	OOH Content
Teaching assistants	25-9040	Summary	1,573.8	1,573.0	0.9	0.9	-0.8	0.0	0.3	184.7	35,930	—	—	—	—
Teaching assistants, postsecondary	25-9044	Line item	184.6	192.1	0.1	0.1	7.4	4.0	0.3	22.9	43,750	Bachelor's degree	None	None	—
Teaching assistants, except postsecondary	25-9045	Line item	1,389.2	1,381.0	0.8	0.8	-8.2	-0.6	0.3	161.9	35,550	Some college, no degree	None	None	OOH Content
Educational instruction and library workers, all other	25-9099	Line item	127.2	129.7	0.1	0.1	2.5	2.0	1.6	11.4	49,800	Bachelor's degree	None	None	—
Arts, design, entertainment, sports, and media occupations	27-0000	Summary	3,073.1	3,203.2	1.8	1.8	130.1	4.2	26.0	306.3	58,920	—	—	—	—
Art and design workers	27-1000	Summary	959.2	988.4	0.6	0.6	29.2	3.0	28.7	87.9	51,660	—	—	—	—
Artists and related workers	27-1010	Summary	253.9	265.5	0.2	0.2	11.6	4.6	58.3	23.3	96,130	—	—	—	—
Art directors	27-1011	Line item	126.6	133.2	0.1	0.1	6.6	5.2	58.9	11.7	106,500	Bachelor's degree	5 years or more	None	OOH Content
Craft artists	27-1012	Line item	14.3	14.6	0.0	0.0	0.3	2.2	59.8	1.3	36,600	No formal educational credential	None	Long-term on-the-job training	OOH Content
Fine artists, including painters, sculptors, and illustrators	27-1013	Line item	26.3	27.4	0.0	0.0	1.1	4.0	59.1	2.4	59,300	Bachelor's degree	None	Long-term on-the-job training	OOH Content
Special effects artists and animators	27-1014	Line item	73.3	76.4	0.0	0.0	3.2	4.3	59.5	6.7	99,060	Bachelor's degree	None	None	OOH Content
Artists and related workers, all other	27-1019	Line item	13.4	13.8	0.0	0.0	0.4	3.3	41.7	1.2	74,750	No formal educational credential	None	Long-term on-the-job training	OOH Content
Designers	27-1020	Summary	705.3	722.9	0.4	0.4	17.6	2.5	18.1	64.6	47,670	—	—	—	—
Commercial and industrial designers	27-1021	Line item	34.0	35.1	0.0	0.0	1.1	3.1	9.6	2.3	76,250	Bachelor's degree	None	None	OOH Content
Fashion designers	27-1022	Line item	21.9	22.9	0.0	0.0	1.0	4.7	9.2	2.1	79,290	Bachelor's degree	None	None	OOH Content
Floral designers	27-1023	Line item	53.7	48.1	0.0	0.0	-5.6	-10.4	18.1	5.6	34,690	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Graphic designers	27-1024	Line item	267.2	273.8	0.2	0.2	6.6	2.5	18.2	21.1	58,910	Bachelor's degree	None	None	OOH Content
Interior designers	27-1025	Line item	92.2	95.9	0.1	0.1	3.7	4.0	27.0	8.8	62,510	Bachelor's degree	None	None	OOH Content
Merchandise displayers and window trimmers	27-1026	Line item	176.4	184.7	0.1	0.1	8.4	4.8	—	19.8	36,230	High school diploma or equivalent	None	Short-term on-the-job training	—
Set and exhibit designers	27-1027	Line item	29.6	31.1	0.0	0.0	1.5	5.1	63.8	2.4	59,490	Bachelor's degree	None	None	OOH Content
Designers, all other	27-1029	Line item	30.4	31.3	0.0	0.0	0.9	3.0	66.1	2.4	67,500	Bachelor's degree	None	None	—
Entertainers and performers, sports and related workers	27-2000	Summary	896.1	955.0	0.5	0.5	58.9	6.6	24.8	108.9	53,360	—	—	—	—
Actors, producers, and directors	27-2010	Summary	244.0	261.0	0.1	0.1	17.0	7.0	10.1	22.6	76,000	—	—	—	—
Actors	27-2011	Line item	76.0	79.5	0.0	0.0	3.5	4.5	17.1	8.6	—	Some college, no degree	None	Long-term on-the-job training	OOH Content
Producers and directors	27-2012	Line item	167.9	181.5	0.1	0.1	13.5	8.0	6.9	13.9	82,510	Bachelor's degree	Less than 5 years	None	OOH Content
Athletes, coaches, umpires, and related workers	27-2020	Summary	355.2	387.3	0.2	0.2	32.1	9.0	15.3	50.7	45,860	—	—	—	—
Athletes and sports competitors	27-2021	Line item	25.1	27.8	0.0	0.0	2.8	11.1	24.8	3.4	70,280	No formal educational credential	None	Long-term on-the-job training	OOH Content
Coaches and scouts	27-2022	Line item	307.1	334.0	0.2	0.2	26.9	8.8	13.4	41.8	45,910	Bachelor's degree	None	None	OOH Content
Umpires, referees, and other sports officials	27-2023	Line item	23.1	25.5	0.0	0.0	2.4	10.4	30.4	5.5	35,820	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Dancers and choreographers	27-2030	Summary	20.6	21.9	0.0	0.0	1.3	6.3	22.0	3.4	51,900	—	—	—	—
Dancers	27-2031	Line item	15.2	16.2	0.0	0.0	1.0	6.7	22.1	2.5	—	No formal educational credential	None	Long-term on-the-job training	OOH Content
Choreographers	27-2032	Line item	5.4	5.7	0.0	0.0	0.3	5.3	21.5	0.9	52,000	High school diploma or equivalent	5 years or more	Long-term on-the-job training	OOH Content
Musicians, singers, and related workers	27-2040	Summary	219.6	224.4	0.1	0.1	4.9	2.2	47.9	25.5	—	—	—	—	—
Music directors and composers	27-2041	Line item	50.3	51.6	0.0	0.0	1.4	2.7	32.0	5.1	62,590	Bachelor's degree	Less than 5 years	None	OOH Content
Musicians and singers	27-2042	Line item	169.3	172.8	0.1	0.1	3.5	2.1	52.6	20.4	—	No formal educational credential	None	Long-term on-the-job training	OOH Content
Miscellaneous entertainers and performers, sports and related workers	27-2090	Summary	56.7	60.4	0.0	0.0	3.7	6.5	60.0	6.7	—	—	—	—	—
Disc jockeys, except radio	27-2091	Line item	21.0	22.1	0.0	0.0	1.1	5.1	65.6	2.0	—	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Entertainers and performers, sports and related workers, all other	27-2099	Line item	35.7	38.3	0.0	0.0	2.6	7.3	56.7	4.7	—	No formal educational credential	None	Short-term on-the-job training	—
Media and communication workers	27-3000	Summary	821.9	850.5	0.5	0.5	28.6	3.5	19.3	74.7	66,320	—	—	—	—
Broadcast announcers and radio disc jockeys	27-3011	Line item	26.5	25.4	0.0	0.0	-1.1	-4.0	3.7	2.8	44,890	Bachelor's degree	None	None	OOH Content
News analysts, reporters, and journalists	27-3023	Line item	49.8	48.4	0.0	0.0	-1.4	-2.7	11.3	4.5	57,500	Bachelor's degree	None	None	OOH Content
Public relations specialists	27-3031	Line item	308.0	327.2	0.2	0.2	19.2	6.2	1.1	27.1	66,750	Bachelor's degree	None	None	OOH Content
Writers and editors	27-3040	Summary	315.0	322.4	0.2	0.2	7.4	2.4	36.7	28.5	76,020	—	—	—	—
Editors	27-3041	Line item	114.2	111.9	0.1	0.1	-2.3	-2.0	13.6	9.3	75,020	Bachelor's degree	Less than 5 years	None	OOH Content
Technical writers	27-3042	Line item	50.1	52.1	0.0	0.0	2.0	4.0	2.0	4.1	80,050	Bachelor's degree	Less than 5 years	Short-term on-the-job training	OOH Content
Writers and authors	27-3043	Line item	150.7	158.4	0.1	0.1	7.7	5.1	65.9	15.1	73,690	Bachelor's degree	None	Long-term on-the-job training	OOH Content
Miscellaneous media and communication workers	27-3090	Summary	122.8	127.1	0.1	0.1	4.3	3.5	26.4	11.7	60,440	—	—	—	—
Interpreters and translators	27-3091	Line item	78.3	80.1	0.0	0.0	1.8	2.3	32.3	7.5	57,090	Bachelor's degree	None	None	OOH Content
Court reporters and simultaneous captioners	27-3092	Line item	17.5	17.9	0.0	0.0	0.3	1.8	26.4	1.6	63,940	Postsecondary nondegree award	None	Short-term on-the-job training	OOH Content
Media and communication workers, all other	27-3099	Line item	27.0	29.1	0.0	0.0	2.2	8.0	9.4	2.6	61,900	High school diploma or equivalent	None	Short-term on-the-job training	—
Media and communication equipment workers	27-4000	Summary	395.9	409.3	0.2	0.2	13.5	3.4	36.3	34.8	53,850	—	—	—	—
Broadcast, sound, and lighting technicians	27-4010	Summary	146.1	150.4	0.1	0.1	4.2	2.9	10.5	12.9	54,160	—	—	—	—
Audio and video technicians	27-4011	Line item	87.3	91.9	0.1	0.1	4.6	5.3	9.7	8.0	51,640	Postsecondary nondegree award	None	Short-term on-the-job training	OOH Content
Broadcast technicians	27-4012	Line item	30.0	30.0	0.0	0.0	0.0	0.1	11.7	2.5	57,690	Associate's degree	None	Short-term on-the-job training	OOH Content
Sound engineering technicians	27-4014	Line item	18.0	17.9	0.0	0.0	-0.1	-0.5	11.1	1.5	59,430	Postsecondary nondegree award	None	Short-term on-the-job training	OOH Content
Lighting technicians	27-4015	Line item	10.8	10.5	0.0	0.0	-0.3	-3.0	12.0	0.9	62,240	Postsecondary nondegree award	None	Short-term on-the-job training	OOH Content
Photographers	27-4021	Line item	151.1	156.9	0.1	0.1	5.8	3.9	65.1	13.7	40,760	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Television, video, and film camera operators and editors	27-4030	Summary	85.4	88.3	0.1	0.1	2.9	3.4	34.4	7.1	65,070	—	—	—	—
Camera operators, television, video, and film	27-4031	Line item	38.2	38.9	0.0	0.0	0.7	1.9	34.0	3.1	61,800	Bachelor's degree	None	None	OOH Content
Film and video editors	27-4032	Line item	47.2	49.4	0.0	0.0	2.2	4.7	34.7	4.0	66,600	Bachelor's degree	None	None	OOH Content
Media and communication equipment workers, all other	27-4099	Line item	13.3	13.7	0.0	0.0	0.5	3.4	6.9	1.2	71,340	High school diploma or equivalent	None	Short-term on-the-job training	—
Healthcare practitioners and technical occupations	29-0000	Summary	9,781.6	10,623.3	5.8	6.1	841.7	8.6	2.3	640.9	80,820	—	—	—	—
Healthcare diagnosing or treating practitioners	29-1000	Summary	6,539.5	7,151.3	3.9	4.1	611.8	9.4	3.0	371.1	98,760	—	—	—	—
Chiropractors	29-1011	Line item	61.2	67.3	0.0	0.0	6.1	9.9	31.6	3.1	76,530	Doctoral or professional degree	None	None	OOH Content
Dentists	29-1020	Summary	160.6	167.9	0.1	0.1	7.3	4.6	12.9	4.9	170,910	—	—	—	—
Dentists, general	29-1021	Line item	141.0	147.7	0.1	0.1	6.7	4.8	13.1	4.3	166,300	Doctoral or professional degree	None	None	OOH Content
Oral and maxillofacial surgeons	29-1022	Line item	4.8	5.0	0.0	0.0	0.2	3.3	13.1	0.1	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Orthodontists	29-1023	Line item	7.4	7.7	0.0	0.0	0.3	3.7	13.3	0.2	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Prosthodontists	29-1024	Line item	0.7	0.7	0.0	0.0	0.0	3.5	13.3	0.0	234,000	Doctoral or professional degree	None	Internship/residency	OOH Content
Dentists, all other specialists	29-1029	Line item	6.7	6.9	0.0	0.0	0.2	2.3	8.4	0.2	227,690	Doctoral or professional degree	None	Internship/residency	OOH Content
Dietitians and nutritionists	29-1031	Line item	81.3	87.3	0.0	0.1	6.0	7.4	5.0	6.1	69,680	Bachelor's degree	None	Internship/residency	OOH Content
Optometrists	29-1041	Line item	49.3	53.6	0.0	0.0	4.3	8.7	15.6	2.2	131,860	Doctoral or professional degree	None	None	OOH Content
Pharmacists	29-1051	Line item	337.7	355.9	0.2	0.2	18.3	5.4	0.3	14.2	136,030	Doctoral or professional degree	None	None	OOH Content
Physician assistants	29-1071	Line item	153.4	197.1	0.1	0.1	43.7	28.5	2.0	12.9	130,020	Master's degree	None	None	OOH Content
Podiatrists	29-1081	Line item	9.7	9.8	0.0	0.0	0.1	1.4	—	0.3	141,650	Doctoral or professional degree	None	Internship/residency	OOH Content
Therapists	29-1120	Summary	822.8	935.7	0.5	0.5	112.9	13.7	6.9	52.4	90,400	—	—	—	—
Occupational therapists	29-1122	Line item	150.5	167.3	0.1	0.1	16.8	11.1	0.7	9.8	96,370	Master's degree	None	None	OOH Content
Physical therapists	29-1123	Line item	259.2	296.0	0.2	0.2	36.8	14.2	4.1	13.6	99,710	Doctoral or professional degree	None	None	OOH Content
Radiation therapists	29-1124	Line item	17.2	17.7	0.0	0.0	0.5	3.1	—	0.8	98,300	Associate's degree	None	None	OOH Content
Recreational therapists	29-1125	Line item	16.6	17.3	0.0	0.0	0.7	4.3	—	1.4	57,120	Bachelor's degree	None	None	OOH Content
Respiratory therapists	29-1126	Line item	133.9	151.4	0.1	0.1	17.5	13.1	—	8.2	77,960	Associate's degree	None	None	OOH Content
Speech-language pathologists	29-1127	Line item	180.8	214.1	0.1	0.1	33.3	18.4	3.2	13.7	89,290	Master's degree	None	Internship/residency	OOH Content
Exercise physiologists	29-1128	Line item	21.5	23.7	0.0	0.0	2.2	10.4	61.3	1.6	54,860	Bachelor's degree	None	None	OOH Content
Therapists, all other	29-1129	Line item	43.2	48.3	0.0	0.0	5.1	11.8	60.5	3.3	63,650	Bachelor's degree	None	None	—
Veterinarians	29-1131	Line item	88.2	105.0	0.1	0.1	16.8	19.1	10.0	4.3	119,100	Doctoral or professional degree	None	None	OOH Content
Registered nurses	29-1141	Line item	3,300.1	3,497.3	2.0	2.0	197.2	6.0	0.5	194.5	86,070	Bachelor's degree	None	None	OOH Content
Nurse anesthetists	29-1151	Line item	49.9	55.1	0.0	0.0	5.2	10.4	1.3	2.4	212,650	Master's degree	None	None	OOH Content
Nurse midwives	29-1161	Line item	7.2	7.7	0.0	0.0	0.5	7.1	1.1	0.4	129,650	Master's degree	None	None	OOH Content
Nurse practitioners	29-1171	Line item	292.5	427.9	0.2	0.2	135.5	46.3	1.1	29.0	126,260	Master's degree	None	None	OOH Content
Audiologists	29-1181	Line item	14.4	16.0	0.0	0.0	1.6	10.9	1.5	0.8	87,740	Doctoral or professional degree	None	None	OOH Content
Physicians	29-1210	Summary	776.5	808.5	0.5	0.5	32.0	4.1	3.9	22.1	>=$239,200	—	—	—	—
Anesthesiologists	29-1211	Line item	36.1	37.6	0.0	0.0	1.5	4.0	4.3	1.0	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Cardiologists	29-1212	Line item	16.4	17.2	0.0	0.0	0.8	5.0	4.3	0.5	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Dermatologists	29-1213	Line item	13.0	13.9	0.0	0.0	0.9	7.1	4.5	0.4	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Emergency medicine physicians	29-1214	Line item	37.6	39.0	0.0	0.0	1.3	3.5	4.2	1.0	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Family medicine physicians	29-1215	Line item	120.3	126.1	0.1	0.1	5.7	4.8	4.1	3.5	224,640	Doctoral or professional degree	None	Internship/residency	OOH Content
General internal medicine physicians	29-1216	Line item	73.8	76.3	0.0	0.0	2.5	3.4	4.0	2.0	223,310	Doctoral or professional degree	None	Internship/residency	OOH Content
Neurologists	29-1217	Line item	10.1	10.8	0.0	0.0	0.7	6.8	4.3	0.3	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Obstetricians and gynecologists	29-1218	Line item	21.3	22.0	0.0	0.0	0.7	3.3	4.3	0.6	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Pediatricians, general	29-1221	Line item	37.7	38.5	0.0	0.0	0.8	2.1	4.2	1.0	198,690	Doctoral or professional degree	None	Internship/residency	OOH Content
Physicians, pathologists	29-1222	Line item	11.8	12.5	0.0	0.0	0.6	5.5	4.0	0.4	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Psychiatrists	29-1223	Line item	27.0	29.1	0.0	0.0	2.1	7.6	3.5	0.9	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Radiologists	29-1224	Line item	34.3	35.6	0.0	0.0	1.2	3.6	4.3	1.0	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Physicians, all other	29-1229	Line item	337.0	350.1	0.2	0.2	13.1	3.9	3.6	9.5	236,000	Doctoral or professional degree	None	Internship/residency	OOH Content
Surgeons	29-1240	Summary	58.0	60.5	0.0	0.0	2.5	4.3	3.9	1.5	>=$239,200	—	—	—	—
Ophthalmologists, except pediatric	29-1241	Line item	12.4	12.9	0.0	0.0	0.6	4.5	4.1	0.3	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Orthopedic surgeons, except pediatric	29-1242	Line item	16.0	16.6	0.0	0.0	0.7	4.2	4.0	0.4	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Pediatric surgeons	29-1243	Line item	1.3	1.3	0.0	0.0	0.0	2.0	4.0	0.0	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Surgeons, all other	29-1249	Line item	28.4	29.6	0.0	0.0	1.2	4.3	3.8	0.7	>=$239,200	Doctoral or professional degree	None	Internship/residency	OOH Content
Miscellaneous healthcare diagnosing or treating practitioners	29-1290	Summary	276.6	298.5	0.2	0.2	21.9	7.9	7.6	20.0	89,260	—	—	—	—
Acupuncturists	29-1291	Line item	22.1	23.3	0.0	0.0	1.2	5.5	56.7	1.3	78,220	Master's degree	None	None	—
Dental hygienists	29-1292	Line item	214.1	233.7	0.1	0.1	19.6	9.2	0.6	16.4	87,530	Associate's degree	None	None	OOH Content
Healthcare diagnosing or treating practitioners, all other	29-1299	Line item	40.4	41.5	0.0	0.0	1.0	2.6	17.6	2.3	107,990	Master's degree	None	None	—
Health technologists and technicians	29-2000	Summary	3,102.1	3,316.8	1.8	1.9	214.8	6.9	0.5	259.3	51,250	—	—	—	—
Clinical laboratory technologists and technicians	29-2010	Line item	344.2	362.5	0.2	0.2	18.2	5.3	—	24.2	60,780	Bachelor's degree	None	None	OOH Content
Diagnostic related technologists and technicians	29-2030	Summary	436.6	468.6	0.3	0.3	32.0	7.3	1.0	26.5	78,330	—	—	—	—
Cardiovascular technologists and technicians	29-2031	Line item	58.4	60.9	0.0	0.0	2.4	4.2	2.1	3.7	66,170	Associate's degree	None	None	OOH Content
Diagnostic medical sonographers	29-2032	Line item	84.9	97.7	0.1	0.1	12.8	15.1	0.2	5.7	84,470	Associate's degree	None	None	OOH Content
Nuclear medicine technologists	29-2033	Line item	17.8	17.6	0.0	0.0	-0.2	-1.3	4.5	0.8	92,500	Associate's degree	None	None	OOH Content
Radiologic technologists and technicians	29-2034	Line item	227.8	241.0	0.1	0.1	13.1	5.8	0.4	13.3	73,410	Associate's degree	None	None	OOH Content
Magnetic resonance imaging technologists	29-2035	Line item	43.4	47.0	0.0	0.0	3.6	8.4	2.6	2.7	83,740	Associate's degree	Less than 5 years	None	OOH Content
Medical dosimetrists	29-2036	Line item	4.2	4.5	0.0	0.0	0.2	5.4	4.5	0.2	132,880	Bachelor's degree	None	None	OOH Content
Emergency medical technicians and paramedics	29-2040	Summary	270.4	286.6	0.2	0.2	16.2	6.0	0.2	19.2	44,780	—	—	—	—
Emergency medical technicians	29-2042	Line item	169.7	180.0	0.1	0.1	10.3	6.1	0.2	13.9	38,930	Postsecondary nondegree award	None	None	OOH Content
Paramedics	29-2043	Line item	100.6	106.5	0.1	0.1	5.9	5.9	0.2	5.3	53,180	Postsecondary nondegree award	Less than 5 years	None	OOH Content
Health practitioner support technologists and technicians	29-2050	Summary	926.8	1,023.8	0.6	0.6	97.0	10.5	0.2	97.0	43,130	—	—	—	—
Dietetic technicians	29-2051	Line item	25.0	26.1	0.0	0.0	1.1	4.3	—	3.2	36,520	Associate's degree	None	None	—
Pharmacy technicians	29-2052	Line item	463.9	497.2	0.3	0.3	33.3	7.2	—	47.4	40,300	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Psychiatric technicians	29-2053	Line item	124.6	145.8	0.1	0.1	21.3	17.1	1.1	13.2	39,700	Postsecondary nondegree award	Less than 5 years	Short-term on-the-job training	OOH Content
Surgical technologists	29-2055	Line item	112.8	119.3	0.1	0.1	6.5	5.8	—	7.2	60,610	Postsecondary nondegree award	None	None	OOH Content
Veterinary technologists and technicians	29-2056	Line item	125.7	150.0	0.1	0.1	24.3	19.3	0.2	15.4	43,740	Associate's degree	None	None	OOH Content
Ophthalmic medical technicians	29-2057	Line item	74.8	85.3	0.0	0.0	10.5	14.1	—	10.6	41,780	Postsecondary nondegree award	None	None	—
Licensed practical and licensed vocational nurses	29-2061	Line item	657.8	674.7	0.4	0.4	16.9	2.6	0.7	54.0	59,730	Postsecondary nondegree award	None	None	OOH Content
Medical records specialists	29-2072	Line item	191.5	208.2	0.1	0.1	16.7	8.7	0.3	15.0	48,780	Postsecondary nondegree award	None	None	OOH Content
Opticians, dispensing	29-2081	Line item	77.3	79.5	0.0	0.0	2.3	2.9	0.7	7.4	44,170	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Miscellaneous health technologists and technicians	29-2090	Summary	197.5	212.9	0.1	0.1	15.4	7.8	1.7	16.1	48,010	—	—	—	—
Orthotists and prosthetists	29-2091	Line item	9.1	10.4	0.0	0.0	1.4	15.1	1.6	0.8	78,100	Master's degree	None	Internship/residency	OOH Content
Hearing aid specialists	29-2092	Line item	10.5	12.0	0.0	0.0	1.6	14.9	1.8	1.0	58,670	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Health technologists and technicians, all other	29-2099	Line item	177.9	190.4	0.1	0.1	12.5	7.0	1.7	14.3	47,470	Postsecondary nondegree award	None	None	—
Other healthcare practitioners and technical occupations	29-9000	Summary	140.1	155.2	0.1	0.1	15.1	10.8	8.4	10.5	61,020	—	—	—	—
Health information technologists and medical registrars	29-9021	Line item	39.1	45.5	0.0	0.0	6.4	16.3	9.3	3.2	62,990	Associate's degree	None	None	OOH Content
Miscellaneous health practitioners and technical workers	29-9090	Summary	101.0	109.7	0.1	0.1	8.8	8.7	8.1	7.3	60,410	—	—	—	—
Athletic trainers	29-9091	Line item	34.3	38.7	0.0	0.0	4.3	12.7	7.4	2.7	57,930	Master's degree	None	None	OOH Content
Genetic counselors	29-9092	Line item	3.5	4.1	0.0	0.0	0.6	16.1	9.6	0.3	95,770	Master's degree	None	None	OOH Content
Surgical assistants	29-9093	Line item	21.3	22.7	0.0	0.0	1.4	6.7	10.1	1.5	59,160	Postsecondary nondegree award	None	None	OOH Content
Healthcare practitioners and technical workers, all other	29-9099	Line item	41.9	44.3	0.0	0.0	2.4	5.8	7.6	2.9	63,630	Postsecondary nondegree award	None	None	—
Healthcare support occupations	31-0000	Summary	7,516.9	8,659.3	4.5	5.0	1,142.4	15.2	2.5	1,261.1	36,140	—	—	—	—
Home health and personal care aides; and nursing assistants, orderlies, and psychiatric aides	31-1100	Summary	5,467.3	6,352.8	3.3	3.6	885.5	16.2	2.1	940.3	34,570	—	—	—	—
Home health and personal care aides	31-1120	Line item	3,961.9	4,782.4	2.4	2.7	820.5	20.7	2.5	718.9	33,530	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Nursing assistants, orderlies, and psychiatric aides	31-1130	Summary	1,505.4	1,570.4	0.9	0.9	65.0	4.3	1.2	221.5	38,140	—	—	—	—
Nursing assistants	31-1131	Line item	1,419.4	1,481.8	0.8	0.8	62.4	4.4	1.2	208.6	38,200	Postsecondary nondegree award	None	None	OOH Content
Orderlies	31-1132	Line item	50.0	52.2	0.0	0.0	2.3	4.5	—	7.6	36,830	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Psychiatric aides	31-1133	Line item	36.0	36.3	0.0	0.0	0.3	0.8	3.3	5.2	39,160	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Occupational therapy and physical therapist assistants and aides	31-2000	Summary	204.9	244.5	0.1	0.1	39.6	19.3	1.0	35.3	60,830	—	—	—	—
Occupational therapy assistants and aides	31-2010	Summary	52.1	62.9	0.0	0.0	10.8	20.7	—	7.8	65,450	—	—	—	—
Occupational therapy assistants	31-2011	Line item	47.5	58.1	0.0	0.0	10.6	22.3	—	7.2	67,010	Associate's degree	None	None	OOH Content
Occupational therapy aides	31-2012	Line item	4.6	4.8	0.0	0.0	0.2	3.7	—	0.6	36,970	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Physical therapist assistants and aides	31-2020	Summary	152.8	181.6	0.1	0.1	28.8	18.9	1.3	27.5	58,740	—	—	—	—
Physical therapist assistants	31-2021	Line item	108.5	136.0	0.1	0.1	27.5	25.4	1.3	20.8	64,080	Associate's degree	None	None	OOH Content
Physical therapist aides	31-2022	Line item	44.3	45.6	0.0	0.0	1.3	2.9	1.3	6.8	33,520	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Other healthcare support occupations	31-9000	Summary	1,844.7	2,062.0	1.1	1.2	217.3	11.8	3.7	285.4	43,330	—	—	—	—
Massage therapists	31-9011	Line item	147.1	173.2	0.1	0.1	26.0	17.7	36.5	22.8	55,310	Postsecondary nondegree award	None	None	OOH Content
Miscellaneous healthcare support occupations	31-9090	Summary	1,697.6	1,888.9	1.0	1.1	191.3	11.3	0.8	262.6	42,880	—	—	—	—
Dental assistants	31-9091	Line item	376.5	408.0	0.2	0.2	31.5	8.4	0.8	54.9	46,540	Postsecondary nondegree award	None	None	OOH Content
Medical assistants	31-9092	Line item	783.9	901.9	0.5	0.5	118.0	15.0	0.3	119.8	42,000	Postsecondary nondegree award	None	None	OOH Content
Medical equipment preparers	31-9093	Line item	70.7	74.7	0.0	0.0	4.0	5.7	3.3	10.0	45,280	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Medical transcriptionists	31-9094	Line item	54.5	51.9	0.0	0.0	-2.6	-4.7	2.8	9.6	37,060	Postsecondary nondegree award	None	None	OOH Content
Pharmacy aides	31-9095	Line item	44.0	44.4	0.0	0.0	0.4	0.9	—	7.7	36,200	High school diploma or equivalent	None	Short-term on-the-job training	—
Veterinary assistants and laboratory animal caretakers	31-9096	Line item	118.2	141.1	0.1	0.1	22.9	19.4	—	25.8	36,440	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Phlebotomists	31-9097	Line item	141.2	152.2	0.1	0.1	11.0	7.8	1.4	19.6	41,810	Postsecondary nondegree award	None	None	OOH Content
Healthcare support workers, all other	31-9099	Line item	108.5	114.6	0.1	0.1	6.1	5.6	2.4	15.3	44,490	High school diploma or equivalent	None	None	—
Protective service occupations	33-0000	Summary	3,630.7	3,704.7	2.2	2.1	74.0	2.0	0.2	419.3	47,760	—	—	—	—
Supervisors of protective service workers	33-1000	Summary	375.6	387.1	0.2	0.2	11.6	3.1	0.4	29.5	81,240	—	—	—	—
First-line supervisors of law enforcement workers	33-1010	Summary	200.0	204.6	0.1	0.1	4.6	2.3	—	14.4	93,800	—	—	—	—
First-line supervisors of correctional officers	33-1011	Line item	55.5	54.6	0.0	0.0	-0.9	-1.6	—	4.4	70,530	High school diploma or equivalent	Less than 5 years	None	—
First-line supervisors of police and detectives	33-1012	Line item	144.5	150.0	0.1	0.1	5.5	3.8	—	10.0	101,750	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	—
First-line supervisors of firefighting and prevention workers	33-1021	Line item	87.0	90.7	0.1	0.1	3.6	4.2	—	5.8	86,220	Postsecondary nondegree award	Less than 5 years	Moderate-term on-the-job training	—
Miscellaneous first-line supervisors, protective service workers	33-1090	Summary	88.5	91.8	0.1	0.1	3.3	3.8	1.6	9.3	57,590	—	—	—	—
First-line supervisors of security workers	33-1091	Line item	67.8	70.3	0.0	0.0	2.5	3.7	1.8	7.1	54,580	High school diploma or equivalent	Less than 5 years	None	—
First-line supervisors of protective service workers, all other	33-1099	Line item	20.7	21.6	0.0	0.0	0.8	4.0	0.8	2.2	65,050	High school diploma or equivalent	Less than 5 years	None	—
Firefighting and prevention workers	33-2000	Summary	344.1	358.8	0.2	0.2	14.7	4.3	—	27.2	57,900	—	—	—	—
Firefighters	33-2011	Line item	326.8	340.5	0.2	0.2	13.7	4.2	—	25.7	57,120	Postsecondary nondegree award	None	Long-term on-the-job training	OOH Content
Fire inspectors	33-2020	Summary	17.3	18.3	0.0	0.0	1.1	6.2	—	1.5	71,420	—	—	—	—
Fire inspectors and investigators	33-2021	Line item	14.9	15.5	0.0	0.0	0.7	4.5	—	1.3	74,160	Postsecondary nondegree award	5 years or more	Moderate-term on-the-job training	OOH Content
Forest fire inspectors and prevention specialists	33-2022	Line item	2.4	2.8	0.0	0.0	0.4	16.3	—	0.2	54,080	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	OOH Content
Law enforcement workers	33-3000	Summary	1,192.3	1,195.9	0.7	0.7	3.6	0.3	0.0	94.8	66,030	—	—	—	—
Bailiffs, correctional officers, and jailers	33-3010	Summary	387.5	362.5	0.2	0.2	-25.1	-6.5	0.0	31.0	53,290	—	—	—	—
Bailiffs	33-3011	Line item	16.7	16.5	0.0	0.0	-0.2	-1.4	—	1.9	53,040	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Correctional officers and jailers	33-3012	Line item	370.9	346.0	0.2	0.2	-24.8	-6.7	0.0	29.1	53,300	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Detectives and criminal investigators	33-3021	Line item	113.4	116.0	0.1	0.1	2.6	2.3	—	8.5	91,100	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	OOH Content
Fish and game wardens	33-3031	Line item	6.8	6.5	0.0	0.0	-0.3	-5.0	—	0.6	60,380	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Parking enforcement workers	33-3041	Line item	7.9	7.9	0.0	0.0	0.0	-0.4	—	0.7	46,840	High school diploma or equivalent	None	Short-term on-the-job training	—
Police officers	33-3050	Summary	676.6	703.0	0.4	0.4	26.4	3.9	—	54.0	72,260	—	—	—	—
Police and sheriff's patrol officers	33-3051	Line item	674.2	700.6	0.4	0.4	26.4	3.9	—	53.8	72,280	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Transit and railroad police	33-3052	Line item	2.4	2.5	0.0	0.0	0.1	3.5	—	0.2	72,250	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Other protective service workers	33-9000	Summary	1,718.8	1,762.9	1.0	1.0	44.1	2.6	0.3	267.8	36,920	—	—	—	—
Animal control workers	33-9011	Line item	12.0	12.6	0.0	0.0	0.6	4.9	—	1.3	43,170	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Private detectives and investigators	33-9021	Line item	38.8	40.7	0.0	0.0	1.9	5.0	9.9	3.6	49,540	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	OOH Content
Security guards and gambling surveillance officers	33-9030	Summary	1,240.7	1,267.6	0.7	0.7	26.9	2.2	0.2	162.4	37,090	—	—	—	—
Gambling surveillance officers and gambling investigators	33-9031	Line item	11.0	11.3	0.0	0.0	0.3	2.6	—	1.5	39,210	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	OOH Content
Security guards	33-9032	Line item	1,229.6	1,256.3	0.7	0.7	26.6	2.2	0.2	161.0	37,070	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Miscellaneous protective service workers	33-9090	Summary	427.3	441.9	0.3	0.3	14.6	3.4	0.0	100.5	35,730	—	—	—	—
Crossing guards and flaggers	33-9091	Line item	93.0	97.2	0.1	0.1	4.2	4.5	—	19.5	36,370	No formal educational credential	None	Short-term on-the-job training	—
Lifeguards, ski patrol, and other recreational protective service workers	33-9092	Line item	129.1	137.9	0.1	0.1	8.8	6.8	0.1	39.5	30,380	No formal educational credential	None	Short-term on-the-job training	—
Transportation security screeners	33-9093	Line item	51.7	52.2	0.0	0.0	0.5	0.9	—	5.1	50,020	High school diploma or equivalent	None	Short-term on-the-job training	—
School bus monitors	33-9094	Line item	70.1	68.4	0.0	0.0	-1.7	-2.4	—	11.6	33,130	High school diploma or equivalent	None	Short-term on-the-job training	—
Protective service workers, all other	33-9099	Line item	83.5	86.3	0.0	0.0	2.8	3.3	—	24.8	39,360	High school diploma or equivalent	None	Short-term on-the-job training	—
Food preparation and serving related occupations	35-0000	Summary	13,580.3	14,167.2	8.1	8.1	586.8	4.3	0.6	2,683.4	32,240	—	—	—	—
Supervisors of food preparation and serving workers	35-1000	Summary	1,398.5	1,490.8	0.8	0.9	92.3	6.6	1.6	211.5	40,950	—	—	—	—
Chefs and head cooks	35-1011	Line item	187.1	202.6	0.1	0.1	15.5	8.3	4.4	24.6	58,920	High school diploma or equivalent	5 years or more	None	OOH Content
First-line supervisors of food preparation and serving workers	35-1012	Line item	1,211.4	1,288.2	0.7	0.7	76.8	6.3	1.1	186.9	38,520	High school diploma or equivalent	Less than 5 years	None	—
Cooks and food preparation workers	35-2000	Summary	3,664.1	3,789.0	2.2	2.2	125.0	3.4	1.1	596.6	34,020	—	—	—	—
Cooks	35-2010	Summary	2,759.2	2,918.2	1.6	1.7	159.0	5.8	1.1	441.4	34,320	—	—	—	—
Cooks, fast food	35-2011	Line item	682.2	588.5	0.4	0.3	-93.7	-13.7	—	85.9	29,260	No formal educational credential	None	Short-term on-the-job training	OOH Content
Cooks, institution and cafeteria	35-2012	Line item	456.3	471.1	0.3	0.3	14.9	3.3	—	71.0	35,320	No formal educational credential	None	Short-term on-the-job training	OOH Content
Cooks, private household	35-2013	Line item	37.8	35.4	0.0	0.0	-2.4	-6.3	83.9	5.2	42,590	Postsecondary nondegree award	Less than 5 years	None	OOH Content
Cooks, restaurant	35-2014	Line item	1,434.2	1,678.6	0.9	1.0	244.5	17.0	—	257.7	35,780	No formal educational credential	Less than 5 years	Moderate-term on-the-job training	OOH Content
Cooks, short order	35-2015	Line item	128.8	123.5	0.1	0.1	-5.3	-4.1	—	18.4	34,130	No formal educational credential	None	Short-term on-the-job training	OOH Content
Cooks, all other	35-2019	Line item	20.0	21.1	0.0	0.0	1.0	5.2	—	3.2	35,920	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Food preparation workers	35-2021	Line item	904.8	870.8	0.5	0.5	-34.0	-3.8	1.0	155.2	32,420	No formal educational credential	None	Short-term on-the-job training	OOH Content
Food and beverage serving workers	35-3000	Summary	7,024.8	7,338.4	4.2	4.2	313.6	4.5	0.1	1,568.6	30,160	—	—	—	—
Bartenders	35-3011	Line item	734.3	798.9	0.4	0.5	64.5	8.8	0.5	134.6	31,510	No formal educational credential	None	Short-term on-the-job training	OOH Content
Fast food and counter workers	35-3023	Line item	3,734.1	3,946.5	2.2	2.3	212.5	5.7	0.1	912.4	29,540	No formal educational credential	None	Short-term on-the-job training	OOH Content
Waiters and waitresses	35-3031	Line item	2,277.9	2,300.8	1.4	1.3	22.9	1.0	0.1	471.2	31,940	No formal educational credential	None	Short-term on-the-job training	OOH Content
Food servers, nonrestaurant	35-3041	Line item	278.6	292.2	0.2	0.2	13.7	4.9	0.2	50.4	33,110	No formal educational credential	None	Short-term on-the-job training	OOH Content
Other food preparation and serving related workers	35-9000	Summary	1,493.0	1,548.9	0.9	0.9	56.0	3.7	0.5	306.6	30,620	—	—	—	—
Dining room and cafeteria attendants and bartender helpers	35-9011	Line item	493.8	534.7	0.3	0.3	40.9	8.3	0.1	99.4	31,180	No formal educational credential	None	Short-term on-the-job training	OOH Content
Dishwashers	35-9021	Line item	475.0	481.9	0.3	0.3	6.9	1.4	0.5	80.5	31,200	No formal educational credential	None	Short-term on-the-job training	—
Hosts and hostesses, restaurant, lounge, and coffee shop	35-9031	Line item	435.6	437.0	0.3	0.3	1.4	0.3	1.0	110.4	29,220	No formal educational credential	None	Short-term on-the-job training	OOH Content
Food preparation and serving related workers, all other	35-9099	Line item	88.6	95.3	0.1	0.1	6.8	7.6	—	16.4	33,870	No formal educational credential	None	Short-term on-the-job training	—
Building and grounds cleaning and maintenance occupations	37-0000	Summary	5,640.5	5,817.4	3.4	3.3	176.9	3.1	12.0	786.8	35,990	—	—	—	—
Supervisors of building and grounds cleaning and maintenance workers	37-1000	Summary	464.0	481.6	0.3	0.3	17.6	3.8	34.0	54.0	49,310	—	—	—	—
First-line supervisors of housekeeping and janitorial workers	37-1011	Line item	241.6	251.4	0.1	0.1	9.8	4.0	26.1	30.0	46,650	High school diploma or equivalent	Less than 5 years	None	—
First-line supervisors of landscaping, lawn service, and groundskeeping workers	37-1012	Line item	222.4	230.2	0.1	0.1	7.8	3.5	42.6	24.0	55,740	High school diploma or equivalent	Less than 5 years	None	—
Building cleaning and pest control workers	37-2000	Summary	3,880.4	3,974.4	2.3	2.3	94.1	2.4	6.6	556.2	34,780	—	—	—	—
Building cleaning workers	37-2010	Summary	3,782.2	3,869.3	2.3	2.2	87.2	2.3	6.7	543.1	34,600	—	—	—	—
Janitors and cleaners, except maids and housekeeping cleaners	37-2011	Line item	2,431.6	2,507.3	1.4	1.4	75.8	3.1	5.5	350.3	35,020	No formal educational credential	None	Short-term on-the-job training	OOH Content
Maids and housekeeping cleaners	37-2012	Line item	1,335.5	1,346.2	0.8	0.8	10.8	0.8	9.0	190.6	33,450	No formal educational credential	None	Short-term on-the-job training	—
Building cleaning workers, all other	37-2019	Line item	15.2	15.8	0.0	0.0	0.6	4.3	6.8	2.2	39,900	No formal educational credential	None	Short-term on-the-job training	—
Pest control workers	37-2021	Line item	98.2	105.1	0.1	0.1	6.9	7.0	3.4	13.1	43,470	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Grounds maintenance workers	37-3000	Summary	1,296.1	1,361.4	0.8	0.8	65.2	5.0	20.4	176.6	37,690	—	—	—	—
Landscaping and groundskeeping workers	37-3011	Line item	1,188.2	1,248.3	0.7	0.7	60.1	5.1	20.8	161.9	37,360	No formal educational credential	None	Short-term on-the-job training	OOH Content
Pesticide handlers, sprayers, and applicators, vegetation	37-3012	Line item	26.7	28.0	0.0	0.0	1.4	5.1	0.3	3.9	44,070	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Tree trimmers and pruners	37-3013	Line item	67.1	70.4	0.0	0.0	3.2	4.8	24.1	8.7	49,070	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Grounds maintenance workers, all other	37-3019	Line item	14.1	14.6	0.0	0.0	0.5	3.8	—	2.0	43,310	No formal educational credential	None	Short-term on-the-job training	OOH Content
Personal care and service occupations	39-0000	Summary	4,346.2	4,622.3	2.6	2.6	276.1	6.4	21.6	794.5	34,260	—	—	—	—
Supervisors of personal care and service workers	39-1000	Summary	312.4	341.1	0.2	0.2	28.7	9.2	26.6	36.4	47,550	—	—	—	—
First-line supervisors of entertainment and recreation workers	39-1010	Summary	156.5	169.4	0.1	0.1	12.9	8.3	24.7	18.0	48,430	—	—	—	—
First-line supervisors of gambling services workers	39-1013	Line item	33.2	34.9	0.0	0.0	1.7	5.2	21.6	3.7	61,210	High school diploma or equivalent	Less than 5 years	None	OOH Content
First-line supervisors of entertainment and recreation workers, except gambling services	39-1014	Line item	123.3	134.6	0.1	0.1	11.2	9.1	25.5	14.4	46,060	High school diploma or equivalent	Less than 5 years	None	—
First-line supervisors of personal service workers	39-1022	Line item	155.9	171.7	0.1	0.1	15.8	10.1	28.6	18.4	46,690	High school diploma or equivalent	Less than 5 years	None	—
Animal care and service workers	39-2000	Summary	422.5	486.8	0.3	0.3	64.3	15.2	25.0	84.5	31,830	—	—	—	—
Animal trainers	39-2011	Line item	57.9	61.6	0.0	0.0	3.7	6.4	39.9	8.8	38,810	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Animal caretakers	39-2021	Line item	364.6	425.2	0.2	0.2	60.6	16.6	22.6	75.8	31,200	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Entertainment attendants and related workers	39-3000	Summary	644.5	669.7	0.4	0.4	25.1	3.9	1.5	169.6	29,840	—	—	—	—
Gambling services workers	39-3010	Summary	110.9	113.9	0.1	0.1	3.0	2.7	4.1	19.0	32,240	—	—	—	—
Gambling dealers	39-3011	Line item	86.8	89.6	0.1	0.1	2.8	3.2	4.0	15.0	32,240	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Gambling and sports book writers and runners	39-3012	Line item	9.6	9.4	0.0	0.0	-0.2	-2.4	4.6	1.6	29,170	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Gambling service workers, all other	39-3019	Line item	14.5	14.9	0.0	0.0	0.4	2.9	4.3	2.5	32,710	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Motion picture projectionists	39-3021	Line item	2.6	2.5	0.0	0.0	-0.1	-5.0	—	0.7	35,160	No formal educational credential	None	Short-term on-the-job training	—
Ushers, lobby attendants, and ticket takers	39-3031	Line item	119.7	122.7	0.1	0.1	3.1	2.6	—	33.6	29,780	No formal educational credential	None	Short-term on-the-job training	—
Miscellaneous entertainment attendants and related workers	39-3090	Summary	411.4	430.6	0.2	0.2	19.2	4.7	1.3	116.3	29,560	—	—	—	—
Amusement and recreation attendants	39-3091	Line item	381.5	398.6	0.2	0.2	17.1	4.5	1.2	107.7	29,390	No formal educational credential	None	Short-term on-the-job training	—
Costume attendants	39-3092	Line item	6.5	7.0	0.0	0.0	0.5	7.1	1.4	1.9	52,370	High school diploma or equivalent	None	Short-term on-the-job training	—
Locker room, coatroom, and dressing room attendants	39-3093	Line item	15.5	16.7	0.0	0.0	1.2	8.0	1.3	4.5	33,450	High school diploma or equivalent	None	Short-term on-the-job training	—
Entertainment attendants and related workers, all other	39-3099	Line item	7.9	8.3	0.0	0.0	0.4	5.2	1.2	2.2	33,280	High school diploma or equivalent	None	Short-term on-the-job training	—
Funeral service workers	39-4000	Summary	64.8	66.9	0.0	0.0	2.1	3.3	1.3	9.3	38,080	—	—	—	—
Embalmers and crematory operators	39-4010	Summary	6.7	6.9	0.0	0.0	0.2	2.9	—	1.1	47,830	—	—	—	—
Embalmers	39-4011	Line item	3.4	3.5	0.0	0.0	0.0	1.2	—	0.5	54,090	Associate's degree	None	Long-term on-the-job training	—
Crematory operators	39-4012	Line item	3.2	3.4	0.0	0.0	0.2	4.7	—	0.5	41,670	High school diploma or equivalent	None	Short-term on-the-job training	—
Funeral attendants	39-4021	Line item	32.9	33.9	0.0	0.0	1.1	3.2	—	5.2	33,850	High school diploma or equivalent	None	Short-term on-the-job training	—
Morticians, undertakers, and funeral arrangers	39-4031	Line item	25.3	26.1	0.0	0.0	0.9	3.5	3.4	3.0	51,030	Associate's degree	None	Long-term on-the-job training	OOH Content
Personal appearance workers	39-5000	Summary	964.7	1,045.4	0.6	0.6	80.8	8.4	44.7	132.9	34,930	—	—	—	—
Barbers, hairdressers, hairstylists and cosmetologists	39-5010	Summary	649.4	694.8	0.4	0.4	45.3	7.0	52.0	89.1	35,080	—	—	—	—
Barbers	39-5011	Line item	78.4	83.3	0.0	0.0	5.0	6.4	79.5	9.1	36,150	Postsecondary nondegree award	None	None	OOH Content
Hairdressers, hairstylists, and cosmetologists	39-5012	Line item	571.1	611.4	0.3	0.4	40.3	7.1	48.2	80.0	34,970	Postsecondary nondegree award	None	None	OOH Content
Miscellaneous personal appearance workers	39-5090	Summary	315.2	350.7	0.2	0.2	35.5	11.2	29.6	43.9	34,810	—	—	—	—
Makeup artists, theatrical and performance	39-5091	Line item	7.4	8.1	0.0	0.0	0.7	9.4	44.6	1.2	47,390	Postsecondary nondegree award	None	None	—
Manicurists and pedicurists	39-5092	Line item	212.7	237.8	0.1	0.1	25.1	11.8	31.9	27.7	34,250	Postsecondary nondegree award	None	None	OOH Content
Shampooers	39-5093	Line item	13.3	14.5	0.0	0.0	1.3	9.5	44.5	2.2	29,530	No formal educational credential	None	Short-term on-the-job training	—
Skincare specialists	39-5094	Line item	81.8	90.2	0.0	0.1	8.4	10.3	19.8	12.8	43,200	Postsecondary nondegree award	None	None	OOH Content
Baggage porters, bellhops, and concierges	39-6000	Summary	71.3	73.7	0.0	0.0	2.4	3.3	—	11.2	36,260	—	—	—	—
Baggage porters and bellhops	39-6011	Line item	29.5	29.6	0.0	0.0	0.1	0.5	—	4.5	34,840	High school diploma or equivalent	None	Short-term on-the-job training	—
Concierges	39-6012	Line item	41.8	44.0	0.0	0.0	2.3	5.4	—	6.7	37,150	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Tour and travel guides	39-7000	Summary	56.3	61.7	0.0	0.0	5.3	9.5	12.7	14.2	36,060	—	—	—	—
Tour and travel guides	39-7010	Line item	56.3	61.7	0.0	0.0	5.3	9.5	12.7	14.2	36,060	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Other personal care and service workers	39-9000	Summary	1,809.7	1,877.0	1.1	1.1	67.3	3.7	16.7	336.4	34,690	—	—	—	—
Childcare workers	39-9011	Line item	970.8	957.8	0.6	0.5	-13.0	-1.3	22.9	162.5	30,370	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Recreation and fitness workers	39-9030	Summary	650.1	714.2	0.4	0.4	64.0	9.9	8.6	137.4	37,000	—	—	—	—
Exercise trainers and group fitness instructors	39-9031	Line item	350.1	397.7	0.2	0.2	47.5	13.6	15.8	73.7	46,480	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Recreation workers	39-9032	Line item	300.0	316.5	0.2	0.2	16.5	5.5	0.2	63.7	34,410	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Residential advisors	39-9041	Line item	95.7	100.7	0.1	0.1	5.0	5.2	0.1	18.6	37,950	High school diploma or equivalent	None	Short-term on-the-job training	—
Personal care and service workers, all other	39-9099	Line item	93.1	104.4	0.1	0.1	11.3	12.1	25.3	17.9	36,980	High school diploma or equivalent	None	Short-term on-the-job training	—
Sales and related occupations	41-0000	Summary	14,609.5	14,319.5	8.7	8.2	-290.0	-2.0	7.4	1,817.3	36,760	—	—	—	—
Supervisors of sales workers	41-1000	Summary	1,755.1	1,668.7	1.0	1.0	-86.4	-4.9	24.4	152.3	49,020	—	—	—	—
First-line supervisors of retail sales workers	41-1011	Line item	1,407.4	1,316.9	0.8	0.8	-90.5	-6.4	22.4	124.1	46,730	High school diploma or equivalent	Less than 5 years	None	—
First-line supervisors of non-retail sales workers	41-1012	Line item	347.8	351.9	0.2	0.2	4.1	1.2	32.6	28.2	84,570	High school diploma or equivalent	Less than 5 years	None	—
Retail sales workers	41-2000	Summary	7,841.8	7,512.8	4.7	4.3	-329.0	-4.2	2.0	1,197.9	31,940	—	—	—	—
Cashiers	41-2010	Summary	3,360.2	3,006.2	2.0	1.7	-354.0	-10.5	0.4	569.5	29,740	—	—	—	—
Cashiers	41-2011	Line item	3,338.8	2,985.7	2.0	1.7	-353.1	-10.6	0.4	565.6	29,720	No formal educational credential	None	Short-term on-the-job training	OOH Content
Gambling change persons and booth cashiers	41-2012	Line item	21.4	20.5	0.0	0.0	-0.9	-4.3	—	3.9	33,230	No formal educational credential	None	Short-term on-the-job training	—
Counter and rental clerks and parts salespersons	41-2020	Summary	671.5	692.0	0.4	0.4	20.4	3.0	0.4	75.9	37,200	—	—	—	—
Counter and rental clerks	41-2021	Line item	403.7	420.8	0.2	0.2	17.1	4.2	0.3	46.1	37,400	No formal educational credential	None	Short-term on-the-job training	—
Parts salespersons	41-2022	Line item	267.9	271.2	0.2	0.2	3.3	1.2	0.6	29.7	36,860	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Retail salespersons	41-2031	Line item	3,810.1	3,814.7	2.3	2.2	4.5	0.1	3.6	552.5	33,680	No formal educational credential	None	Short-term on-the-job training	OOH Content
Sales representatives, services	41-3000	Summary	2,412.3	2,518.8	1.4	1.4	106.6	4.4	4.7	224.3	63,150	—	—	—	—
Advertising sales agents	41-3011	Line item	111.6	104.2	0.1	0.1	-7.4	-6.6	3.1	10.3	61,270	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Insurance sales agents	41-3021	Line item	547.6	581.0	0.3	0.3	33.4	6.1	11.0	47.1	59,080	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Securities, commodities, and financial services sales agents	41-3031	Line item	513.8	547.9	0.3	0.3	34.1	6.6	4.9	41.0	76,900	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Travel agents	41-3041	Line item	68.8	71.2	0.0	0.0	2.3	3.4	15.0	8.2	47,410	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Sales representatives of services, except advertising, insurance, financial services, and travel	41-3091	Line item	1,170.3	1,214.5	0.7	0.7	44.2	3.8	1.3	117.7	64,600	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Sales representatives, wholesale and manufacturing	41-4000	Summary	1,681.4	1,701.4	1.0	1.0	20.0	1.2	2.9	149.9	73,080	—	—	—	—
Sales representatives, wholesale and manufacturing, technical and scientific products	41-4011	Line item	325.3	335.3	0.2	0.2	10.0	3.1	2.9	29.9	99,710	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Sales representatives, wholesale and manufacturing, except technical and scientific products	41-4012	Line item	1,356.1	1,366.1	0.8	0.8	10.0	0.7	2.9	120.0	65,630	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Other sales and related workers	41-9000	Summary	918.9	917.8	0.5	0.5	-1.1	-0.1	37.1	92.9	47,990	—	—	—	—
Models, demonstrators, and product promoters	41-9010	Summary	60.1	62.8	0.0	0.0	2.7	4.6	7.7	11.3	37,190	—	—	—	—
Demonstrators and product promoters	41-9011	Line item	56.5	59.2	0.0	0.0	2.8	4.9	7.8	10.6	36,970	No formal educational credential	None	Short-term on-the-job training	—
Models	41-9012	Line item	3.6	3.6	0.0	0.0	0.0	-0.4	6.6	0.6	47,430	No formal educational credential	None	None	OOH Content
Real estate brokers and sales agents	41-9020	Summary	544.4	554.5	0.3	0.3	10.1	1.9	53.1	46.0	56,620	—	—	—	—
Real estate brokers	41-9021	Line item	113.6	115.8	0.1	0.1	2.2	2.0	53.7	9.6	63,060	High school diploma or equivalent	Less than 5 years	None	OOH Content
Real estate sales agents	41-9022	Line item	430.7	438.7	0.3	0.3	7.9	1.8	53.0	36.4	54,300	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Sales engineers	41-9031	Line item	59.7	63.4	0.0	0.0	3.7	6.3	0.1	5.8	116,950	Bachelor's degree	None	Moderate-term on-the-job training	OOH Content
Telemarketers	41-9041	Line item	85.2	66.8	0.1	0.0	-18.3	-21.5	3.2	8.0	34,480	No formal educational credential	None	Short-term on-the-job training	—
Miscellaneous sales and related workers	41-9090	Summary	169.7	170.3	0.1	0.1	0.6	0.3	25.9	21.9	44,100	—	—	—	—
Door-to-door sales workers, news and street vendors, and related workers	41-9091	Line item	32.4	27.7	0.0	0.0	-4.8	-14.6	80.9	3.6	34,910	No formal educational credential	None	Short-term on-the-job training	—
Sales and related workers, all other	41-9099	Line item	137.2	142.6	0.1	0.1	5.3	3.9	12.9	18.3	44,610	High school diploma or equivalent	None	None	—
Office and administrative support occupations	43-0000	Summary	19,671.9	18,975.6	11.7	10.9	-696.3	-3.5	2.0	2,073.7	44,480	—	—	—	—
Supervisors of office and administrative support workers	43-1000	Summary	1,570.5	1,501.4	0.9	0.9	-69.1	-4.4	0.7	138.1	63,450	—	—	—	—
First-line supervisors of office and administrative support workers	43-1011	Line item	1,570.5	1,501.4	0.9	0.9	-69.1	-4.4	0.7	138.1	63,450	High school diploma or equivalent	Less than 5 years	None	—
Communications equipment operators	43-2000	Summary	51.1	38.6	0.0	0.0	-12.5	-24.5	—	3.3	37,030	—	—	—	—
Switchboard operators, including answering service	43-2011	Line item	44.9	33.6	0.0	0.0	-11.3	-25.2	—	2.7	36,750	High school diploma or equivalent	None	Short-term on-the-job training	—
Telephone operators	43-2021	Line item	4.7	3.5	0.0	0.0	-1.2	-26.4	—	0.4	38,080	High school diploma or equivalent	None	Short-term on-the-job training	—
Communications equipment operators, all other	43-2099	Line item	1.4	1.5	0.0	0.0	0.1	5.1	—	0.2	49,310	High school diploma or equivalent	None	Short-term on-the-job training	—
Financial clerks	43-3000	Summary	2,942.6	2,763.0	1.8	1.6	-179.5	-6.1	3.2	289.0	45,790	—	—	—	—
Bill and account collectors	43-3011	Line item	196.5	177.8	0.1	0.1	-18.6	-9.5	2.0	17.0	44,250	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Billing and posting clerks	43-3021	Line item	449.0	451.3	0.3	0.3	2.3	0.5	1.7	45.3	45,590	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Bookkeeping, accounting, and auditing clerks	43-3031	Line item	1,663.8	1,579.9	1.0	0.9	-83.9	-5.0	4.9	174.9	47,440	Some college, no degree	None	Moderate-term on-the-job training	OOH Content
Gambling cage workers	43-3041	Line item	13.1	12.7	0.0	0.0	-0.5	-3.7	0.8	1.3	36,110	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Payroll and timekeeping clerks	43-3051	Line item	160.3	136.2	0.1	0.1	-24.2	-15.1	0.2	12.8	52,240	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Procurement clerks	43-3061	Line item	63.3	59.1	0.0	0.0	-4.2	-6.7	—	5.2	46,670	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Tellers	43-3071	Line item	350.3	298.8	0.2	0.2	-51.4	-14.7	0.3	27.3	37,640	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Financial clerks, all other	43-3099	Line item	46.2	47.3	0.0	0.0	1.1	2.3	1.3	5.1	49,940	High school diploma or equivalent	None	Short-term on-the-job training	—
Information and record clerks	43-4000	Summary	5,764.4	5,576.9	3.4	3.2	-187.5	-3.3	0.9	698.3	39,030	—	—	—	—
Brokerage clerks	43-4011	Line item	49.7	48.2	0.0	0.0	-1.4	-2.8	1.3	5.5	60,150	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Correspondence clerks	43-4021	Line item	5.5	5.1	0.0	0.0	-0.4	-6.7	12.7	0.6	42,120	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Court, municipal, and license clerks	43-4031	Line item	165.1	171.4	0.1	0.1	6.3	3.8	—	17.1	46,110	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Credit authorizers, checkers, and clerks	43-4041	Line item	14.5	13.7	0.0	0.0	-0.8	-5.2	0.6	1.1	48,000	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Customer service representatives	43-4051	Line item	2,954.6	2,805.8	1.8	1.6	-148.8	-5.0	0.6	365.3	39,680	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Eligibility interviewers, government programs	43-4061	Line item	160.0	164.9	0.1	0.1	5.0	3.1	0.3	14.1	50,270	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
File clerks	43-4071	Line item	87.2	73.9	0.1	0.0	-13.3	-15.3	2.1	8.3	38,130	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Hotel, motel, and resort desk clerks	43-4081	Line item	271.3	290.2	0.2	0.2	18.9	7.0	0.1	45.9	30,790	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Interviewers, except eligibility and loan	43-4111	Line item	169.1	152.5	0.1	0.1	-16.7	-9.9	1.0	17.4	40,300	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Library assistants, clerical	43-4121	Line item	87.7	82.7	0.1	0.0	-5.0	-5.7	—	13.5	34,020	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Loan interviewers and clerks	43-4131	Line item	206.1	201.2	0.1	0.1	-4.9	-2.4	—	16.3	47,380	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
New accounts clerks	43-4141	Line item	42.2	36.0	0.0	0.0	-6.2	-14.6	—	2.6	44,630	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Order clerks	43-4151	Line item	106.3	87.3	0.1	0.1	-19.0	-17.9	13.6	9.3	41,600	Some college, no degree	None	Short-term on-the-job training	OOH Content
Human resources assistants, except payroll and timekeeping	43-4161	Line item	104.2	99.2	0.1	0.1	-5.0	-4.8	0.1	10.5	47,710	Associate's degree	None	None	OOH Content
Receptionists and information clerks	43-4171	Line item	1,054.5	1,048.8	0.6	0.6	-5.7	-0.5	1.0	137.8	35,840	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Reservation and transportation ticket agents and travel clerks	43-4181	Line item	123.8	128.5	0.1	0.1	4.7	3.8	1.6	13.6	40,610	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Information and record clerks, all other	43-4199	Line item	162.8	167.4	0.1	0.1	4.7	2.9	0.5	19.5	46,210	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Material recording, scheduling, dispatching, and distributing workers	43-5000	Summary	2,472.9	2,436.9	1.5	1.4	-36.0	-1.5	6.6	224.3	46,590	—	—	—	—
Cargo and freight agents	43-5011	Line item	106.7	117.0	0.1	0.1	10.3	9.7	0.7	11.1	48,330	High school diploma or equivalent	None	Short-term on-the-job training	—
Couriers and messengers	43-5021	Line item	225.5	244.3	0.1	0.1	18.8	8.3	67.1	25.8	36,710	High school diploma or equivalent	None	Short-term on-the-job training	—
Dispatchers	43-5030	Summary	318.1	322.6	0.2	0.2	4.5	1.4	1.5	31.1	47,530	—	—	—	—
Public safety telecommunicators	43-5031	Line item	102.7	106.8	0.1	0.1	4.1	4.0	1.1	11.5	48,890	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Dispatchers, except police, fire, and ambulance	43-5032	Line item	215.4	215.7	0.1	0.1	0.4	0.2	1.7	19.6	46,860	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Meter readers, utilities	43-5041	Line item	20.4	18.1	0.0	0.0	-2.3	-11.4	—	1.3	47,720	High school diploma or equivalent	None	Short-term on-the-job training	—
Postal service workers	43-5050	Summary	502.6	482.0	0.3	0.3	-20.5	-4.1	—	35.8	56,510	—	—	—	—
Postal service clerks	43-5051	Line item	74.6	72.4	0.0	0.0	-2.2	-3.0	—	6.1	59,570	No formal educational credential	None	Short-term on-the-job training	OOH Content
Postal service mail carriers	43-5052	Line item	316.7	307.1	0.2	0.2	-9.5	-3.0	—	21.9	56,330	No formal educational credential	None	Short-term on-the-job training	OOH Content
Postal service mail sorters, processors, and processing machine operators	43-5053	Line item	111.3	102.5	0.1	0.1	-8.7	-7.9	—	7.8	53,440	No formal educational credential	None	Short-term on-the-job training	OOH Content
Production, planning, and expediting clerks	43-5061	Line item	399.2	418.7	0.2	0.2	19.5	4.9	0.5	41.6	53,900	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Shipping, receiving, and inventory clerks	43-5071	Line item	848.7	784.2	0.5	0.4	-64.4	-7.6	0.4	71.6	39,780	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Weighers, measurers, checkers, and samplers, recordkeeping	43-5111	Line item	51.8	50.1	0.0	0.0	-1.7	-3.3	2.2	6.0	43,270	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Secretaries and administrative assistants	43-6000	Summary	3,421.4	3,449.8	2.0	2.0	28.4	0.8	0.9	367.5	46,010	—	—	—	—
Executive secretaries and executive administrative assistants	43-6011	Line item	516.1	517.2	0.3	0.3	1.2	0.2	0.1	52.6	70,310	High school diploma or equivalent	Less than 5 years	None	OOH Content
Legal secretaries and administrative assistants	43-6012	Line item	154.2	146.3	0.1	0.1	-7.9	-5.1	—	18.1	50,680	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Medical secretaries and administrative assistants	43-6013	Line item	768.9	810.1	0.5	0.5	41.3	5.4	0.1	82.4	40,640	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Secretaries and administrative assistants, except legal, medical, and executive	43-6014	Line item	1,982.3	1,976.2	1.2	1.1	-6.1	-0.3	1.5	214.4	44,280	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Other office and administrative support workers	43-9000	Summary	3,449.0	3,209.0	2.1	1.8	-240.1	-7.0	1.3	353.2	40,950	—	—	—	—
Data entry and information processing workers	43-9020	Summary	203.8	147.6	0.1	0.1	-56.2	-27.6	3.0	13.8	38,970	—	—	—	—
Data entry keyers	43-9021	Line item	163.9	122.8	0.1	0.1	-41.0	-25.0	2.9	11.6	37,790	High school diploma or equivalent	None	Short-term on-the-job training	—
Word processors and typists	43-9022	Line item	39.9	24.8	0.0	0.0	-15.2	-38.0	3.7	2.2	46,450	High school diploma or equivalent	None	Short-term on-the-job training	—
Desktop publishers	43-9031	Line item	6.4	5.6	0.0	0.0	-0.9	-13.4	14.8	0.5	51,290	Associate's degree	None	Short-term on-the-job training	OOH Content
Insurance claims and policy processing clerks	43-9041	Line item	271.8	261.3	0.2	0.1	-10.5	-3.9	0.1	22.3	46,900	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Mail clerks and mail machine operators, except postal service	43-9051	Line item	70.6	66.2	0.0	0.0	-4.4	-6.2	0.3	7.6	36,880	High school diploma or equivalent	None	Short-term on-the-job training	—
Office clerks, general	43-9061	Line item	2,645.8	2,498.2	1.6	1.4	-147.5	-5.6	0.6	284.6	40,480	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Office machine operators, except computer	43-9071	Line item	29.2	24.8	0.0	0.0	-4.4	-15.1	2.0	3.2	37,450	High school diploma or equivalent	None	Short-term on-the-job training	—
Proofreaders and copy markers	43-9081	Line item	6.7	6.5	0.0	0.0	-0.2	-3.4	12.3	1.0	48,790	Bachelor's degree	None	None	—
Statistical assistants	43-9111	Line item	7.9	7.9	0.0	0.0	0.0	0.2	—	0.9	50,510	Bachelor's degree	None	None	—
Office and administrative support workers, all other	43-9199	Line item	206.8	190.8	0.1	0.1	-16.0	-7.7	8.8	19.2	43,230	High school diploma or equivalent	None	Short-term on-the-job training	—
Farming, fishing, and forestry occupations	45-0000	Summary	982.9	964.5	0.6	0.6	-18.4	-1.9	8.2	145.2	35,520	—	—	—	—
Supervisors of farming, fishing, and forestry workers	45-1000	Summary	68.9	71.0	0.0	0.0	2.1	3.1	8.8	9.8	57,320	—	—	—	—
First-line supervisors of farming, fishing, and forestry workers	45-1011	Line item	68.9	71.0	0.0	0.0	2.1	3.1	8.8	9.8	57,320	High school diploma or equivalent	Less than 5 years	None	—
Agricultural workers	45-2000	Summary	827.9	810.1	0.5	0.5	-17.8	-2.1	6.0	123.1	34,910	—	—	—	—
Agricultural inspectors	45-2011	Line item	13.3	13.9	0.0	0.0	0.5	3.9	—	2.2	48,010	Bachelor's degree	None	Moderate-term on-the-job training	—
Animal breeders	45-2021	Line item	6.7	6.9	0.0	0.0	0.2	2.4	3.1	1.1	47,540	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Graders and sorters, agricultural products	45-2041	Line item	32.2	30.6	0.0	0.0	-1.5	-4.7	—	4.5	34,360	No formal educational credential	None	Short-term on-the-job training	—
Miscellaneous agricultural workers	45-2090	Summary	775.7	758.7	0.5	0.4	-16.9	-2.2	6.4	115.3	34,790	—	—	—	—
Agricultural equipment operators	45-2091	Line item	62.7	68.0	0.0	0.0	5.3	8.4	7.0	10.5	39,690	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Farmworkers and laborers, crop, nursery, and greenhouse	45-2092	Line item	497.3	485.4	0.3	0.3	-11.9	-2.4	8.0	73.7	34,470	No formal educational credential	None	Short-term on-the-job training	OOH Content
Farmworkers, farm, ranch, and aquacultural animals	45-2093	Line item	204.7	194.1	0.1	0.1	-10.6	-5.2	2.3	29.4	35,120	No formal educational credential	None	Short-term on-the-job training	OOH Content
Agricultural workers, all other	45-2099	Line item	11.0	11.3	0.0	0.0	0.3	2.5	6.4	1.7	40,620	No formal educational credential	None	Short-term on-the-job training	OOH Content
Fishing and hunting workers	45-3000	Summary	25.5	25.3	0.0	0.0	-0.2	-0.7	36.8	3.5	—	—	—	—	—
Fishing and hunting workers	45-3031	Line item	25.5	25.3	0.0	0.0	-0.2	-0.7	36.8	3.5	—	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Forest, conservation, and logging workers	45-4000	Summary	60.7	58.1	0.0	0.0	-2.6	-4.3	26.1	8.8	46,910	—	—	—	—
Forest and conservation workers	45-4011	Line item	10.9	10.5	0.0	0.0	-0.4	-3.8	6.7	2.1	33,940	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Logging workers	45-4020	Summary	49.8	47.6	0.0	0.0	-2.2	-4.4	30.4	6.7	48,910	—	—	—	—
Fallers	45-4021	Line item	6.9	6.3	0.0	0.0	-0.6	-8.4	30.5	0.9	53,170	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Logging equipment operators	45-4022	Line item	34.1	32.8	0.0	0.0	-1.3	-3.8	30.3	4.6	48,240	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Log graders and scalers	45-4023	Line item	5.2	5.1	0.0	0.0	-0.1	-1.5	30.4	0.7	45,600	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Logging workers, all other	45-4029	Line item	3.7	3.4	0.0	0.0	-0.3	-7.4	30.3	0.5	52,480	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Construction and extraction occupations	47-0000	Summary	7,338.3	7,752.3	4.4	4.4	414.0	5.6	13.9	663.5	55,680	—	—	—	—
Supervisors of construction and extraction workers	47-1000	Summary	853.2	903.4	0.5	0.5	50.3	5.9	7.6	72.0	76,760	—	—	—	—
First-line supervisors of construction trades and extraction workers	47-1011	Line item	853.2	903.4	0.5	0.5	50.3	5.9	7.6	72.0	76,760	High school diploma or equivalent	5 years or more	None	—
Construction trades workers	47-2000	Summary	5,582.4	5,926.1	3.3	3.4	343.7	6.2	16.7	501.1	52,000	—	—	—	—
Boilermakers	47-2011	Line item	11.3	11.2	0.0	0.0	-0.1	-1.2	—	1.0	71,140	High school diploma or equivalent	None	Apprenticeship	OOH Content
Brickmasons, blockmasons, and stonemasons	47-2020	Summary	85.0	86.9	0.1	0.0	1.9	2.3	19.4	6.5	58,810	—	—	—	—
Brickmasons and blockmasons	47-2021	Line item	72.6	75.0	0.0	0.0	2.4	3.3	19.4	5.6	59,640	High school diploma or equivalent	None	Apprenticeship	OOH Content
Stonemasons	47-2022	Line item	12.4	12.0	0.0	0.0	-0.4	-3.6	19.7	0.8	51,830	High school diploma or equivalent	None	Apprenticeship	OOH Content
Carpenters	47-2031	Line item	923.1	961.6	0.5	0.6	38.6	4.2	23.6	76.5	56,350	High school diploma or equivalent	None	Apprenticeship	OOH Content
Carpet, floor, and tile installers and finishers	47-2040	Summary	115.4	122.8	0.1	0.1	7.5	6.5	24.3	9.2	48,690	—	—	—	—
Carpet installers	47-2041	Line item	20.3	18.5	0.0	0.0	-1.8	-8.9	24.4	1.2	47,520	No formal educational credential	None	Short-term on-the-job training	OOH Content
Floor layers, except carpet, wood, and hard tiles	47-2042	Line item	32.8	36.1	0.0	0.0	3.3	10.1	24.4	2.8	48,840	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Floor sanders and finishers	47-2043	Line item	6.6	6.8	0.0	0.0	0.2	2.5	24.4	0.5	47,760	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Tile and stone setters	47-2044	Line item	55.6	61.4	0.0	0.0	5.8	10.4	24.3	4.7	48,910	No formal educational credential	None	Long-term on-the-job training	OOH Content
Cement masons, concrete finishers, and terrazzo workers	47-2050	Summary	213.3	211.7	0.1	0.1	-1.6	-0.7	3.2	15.3	50,710	—	—	—	—
Cement masons and concrete finishers	47-2051	Line item	211.8	210.3	0.1	0.1	-1.5	-0.7	3.2	15.2	50,720	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Terrazzo workers and finishers	47-2053	Line item	1.5	1.4	0.0	0.0	-0.1	-8.4	—	0.1	48,900	High school diploma or equivalent	None	Apprenticeship	OOH Content
Construction laborers	47-2061	Line item	1,401.2	1,516.6	0.8	0.9	115.4	8.2	26.6	133.1	45,300	No formal educational credential	None	Short-term on-the-job training	OOH Content
Construction equipment operators	47-2070	Summary	515.7	537.2	0.3	0.3	21.5	4.2	2.2	45.7	55,270	—	—	—	—
Paving, surfacing, and tamping equipment operators	47-2071	Line item	44.5	46.3	0.0	0.0	1.7	3.9	2.4	3.9	48,980	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Pile driver operators	47-2072	Line item	3.1	3.3	0.0	0.0	0.1	4.6	2.7	0.3	63,550	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Operating engineers and other construction equipment operators	47-2073	Line item	468.0	487.6	0.3	0.3	19.6	4.2	2.2	41.5	56,160	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Drywall installers, ceiling tile installers, and tapers	47-2080	Summary	136.6	140.3	0.1	0.1	3.7	2.7	21.6	9.8	57,010	—	—	—	—
Drywall and ceiling tile installers	47-2081	Line item	116.6	120.4	0.1	0.1	3.8	3.3	21.6	8.5	55,700	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Tapers	47-2082	Line item	20.0	19.8	0.0	0.0	-0.1	-0.7	21.6	1.4	63,350	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Electricians	47-2111	Line item	779.8	864.1	0.5	0.5	84.3	10.8	6.9	80.2	61,590	High school diploma or equivalent	None	Apprenticeship	OOH Content
Glaziers	47-2121	Line item	56.5	58.6	0.0	0.0	2.1	3.8	4.8	5.6	51,100	High school diploma or equivalent	None	Apprenticeship	OOH Content
Insulation workers	47-2130	Summary	62.6	64.8	0.0	0.0	2.2	3.6	0.8	5.5	49,350	—	—	—	—
Insulation workers, floor, ceiling, and wall	47-2131	Line item	39.1	40.2	0.0	0.0	1.0	2.7	0.9	3.4	47,540	No formal educational credential	None	Short-term on-the-job training	OOH Content
Insulation workers, mechanical	47-2132	Line item	23.4	24.6	0.0	0.0	1.2	5.1	0.8	2.1	53,920	High school diploma or equivalent	None	Apprenticeship	OOH Content
Painters and paperhangers	47-2140	Summary	341.8	355.5	0.2	0.2	13.7	4.0	35.9	28.2	47,710	—	—	—	—
Painters, construction and maintenance	47-2141	Line item	338.9	352.4	0.2	0.2	13.6	4.0	35.9	28.0	47,700	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Paperhangers	47-2142	Line item	2.9	3.1	0.0	0.0	0.2	5.7	36.8	0.2	48,460	No formal educational credential	None	Long-term on-the-job training	—
Pipelayers, plumbers, pipefitters, and steamfitters	47-2150	Summary	510.7	536.1	0.3	0.3	25.4	5.0	5.7	46.0	60,890	—	—	—	—
Pipelayers	47-2151	Line item	37.3	36.4	0.0	0.0	-0.9	-2.3	0.6	2.7	47,330	No formal educational credential	None	Short-term on-the-job training	—
Plumbers, pipefitters, and steamfitters	47-2152	Line item	473.4	499.7	0.3	0.3	26.3	5.6	6.1	43.3	61,550	High school diploma or equivalent	None	Apprenticeship	OOH Content
Plasterers and stucco masons	47-2161	Line item	24.1	24.9	0.0	0.0	0.8	3.3	6.1	1.7	52,640	No formal educational credential	None	Long-term on-the-job training	—
Reinforcing iron and rebar workers	47-2171	Line item	21.9	22.9	0.0	0.0	0.9	4.2	19.9	1.7	54,850	High school diploma or equivalent	None	Apprenticeship	OOH Content
Roofers	47-2181	Line item	168.1	177.9	0.1	0.1	9.8	5.8	17.4	13.6	50,030	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Sheet metal workers	47-2211	Line item	124.2	127.1	0.1	0.1	2.9	2.3	4.1	11.5	58,780	High school diploma or equivalent	None	Apprenticeship	OOH Content
Structural iron and steel workers	47-2221	Line item	66.1	68.9	0.0	0.0	2.7	4.1	2.2	5.8	62,760	High school diploma or equivalent	None	Apprenticeship	OOH Content
Solar photovoltaic installers	47-2231	Line item	25.0	37.0	0.0	0.0	12.0	48.0	1.6	4.1	48,800	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Helpers, construction trades	47-3000	Summary	198.6	202.6	0.1	0.1	4.0	2.0	2.1	21.8	38,630	—	—	—	—
Helpers--brickmasons, blockmasons, stonemasons, and tile and marble setters	47-3011	Line item	17.1	15.6	0.0	0.0	-1.6	-9.1	2.1	1.6	42,470	No formal educational credential	None	Short-term on-the-job training	OOH Content
Helpers--carpenters	47-3012	Line item	22.3	21.6	0.0	0.0	-0.7	-3.0	2.1	2.3	39,380	No formal educational credential	None	Short-term on-the-job training	OOH Content
Helpers--electricians	47-3013	Line item	71.5	72.2	0.0	0.0	0.7	1.0	2.0	7.7	38,340	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Helpers--painters, paperhangers, plasterers, and stucco masons	47-3014	Line item	7.8	8.0	0.0	0.0	0.1	1.9	2.1	0.9	37,010	No formal educational credential	None	Short-term on-the-job training	OOH Content
Helpers--pipelayers, plumbers, pipefitters, and steamfitters	47-3015	Line item	47.1	49.8	0.0	0.0	2.8	5.9	2.1	5.5	37,650	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Helpers--roofers	47-3016	Line item	4.8	5.0	0.0	0.0	0.3	5.6	2.1	0.5	38,620	No formal educational credential	None	Short-term on-the-job training	OOH Content
Helpers, construction trades, all other	47-3019	Line item	28.0	30.4	0.0	0.0	2.3	8.3	2.0	3.4	40,220	No formal educational credential	None	Short-term on-the-job training	OOH Content
Other construction and related workers	47-4000	Summary	481.6	495.0	0.3	0.3	13.4	2.8	3.1	45.3	52,900	—	—	—	—
Construction and building inspectors	47-4011	Line item	142.6	142.7	0.1	0.1	0.0	0.0	4.2	15.0	67,700	High school diploma or equivalent	5 years or more	Moderate-term on-the-job training	OOH Content
Elevator and escalator installers and repairers	47-4021	Line item	24.4	25.8	0.0	0.0	1.4	5.7	—	2.2	102,420	High school diploma or equivalent	None	Apprenticeship	OOH Content
Fence erectors	47-4031	Line item	24.3	25.5	0.0	0.0	1.2	4.8	11.6	2.1	44,410	No formal educational credential	None	Moderate-term on-the-job training	—
Hazardous materials removal workers	47-4041	Line item	50.3	50.9	0.0	0.0	0.5	1.0	—	4.8	47,280	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Highway maintenance workers	47-4051	Line item	160.4	166.5	0.1	0.1	6.1	3.8	1.8	13.9	47,360	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Rail-track laying and maintenance equipment operators	47-4061	Line item	17.7	18.1	0.0	0.0	0.4	2.5	—	1.3	67,000	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Septic tank servicers and sewer pipe cleaners	47-4071	Line item	30.1	32.6	0.0	0.0	2.4	8.1	5.1	3.0	46,910	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Miscellaneous construction and related workers	47-4090	Line item	31.6	32.9	0.0	0.0	1.3	4.0	5.8	3.0	47,090	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Extraction workers	47-5000	Summary	222.5	225.3	0.1	0.1	2.7	1.2	1.1	23.2	51,780	—	—	—	—
Derrick, rotary drill, and service unit operators, oil and gas	47-5010	Summary	73.6	75.3	0.0	0.0	1.7	2.3	—	7.5	58,100	—	—	—	—
Derrick operators, oil and gas	47-5011	Line item	12.1	12.5	0.0	0.0	0.4	3.1	—	1.2	58,210	No formal educational credential	None	Short-term on-the-job training	—
Rotary drill operators, oil and gas	47-5012	Line item	12.8	13.1	0.0	0.0	0.3	2.2	—	1.3	61,770	No formal educational credential	None	Moderate-term on-the-job training	—
Service unit operators, oil and gas	47-5013	Line item	48.7	49.7	0.0	0.0	1.0	2.1	—	4.9	55,750	No formal educational credential	None	Moderate-term on-the-job training	—
Surface mining machine operators and earth drillers	47-5020	Summary	53.3	53.8	0.0	0.0	0.5	0.9	3.9	5.6	51,930	—	—	—	—
Excavating and loading machine and dragline operators, surface mining	47-5022	Line item	34.4	34.1	0.0	0.0	-0.3	-0.8	3.9	3.5	50,050	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	—
Earth drillers, except oil and gas	47-5023	Line item	18.9	19.7	0.0	0.0	0.8	4.0	3.9	2.1	56,660	High school diploma or equivalent	Less than 5 years	Long-term on-the-job training	—
Explosives workers, ordnance handling experts, and blasters	47-5032	Line item	4.8	4.8	0.0	0.0	0.1	1.2	—	0.4	61,590	High school diploma or equivalent	Less than 5 years	Long-term on-the-job training	—
Underground mining machine operators	47-5040	Summary	26.0	23.8	0.0	0.0	-2.3	-8.7	0.4	2.6	63,770	—	—	—	—
Continuous mining machine operators	47-5041	Line item	16.1	15.8	0.0	0.0	-0.3	-1.8	0.4	1.8	61,420	No formal educational credential	None	Moderate-term on-the-job training	—
Roof bolters, mining	47-5043	Line item	2.0	1.4	0.0	0.0	-0.6	-32.0	—	0.1	66,660	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Loading and moving machine operators, underground mining	47-5044	Line item	5.3	4.1	0.0	0.0	-1.2	-22.9	—	0.4	64,070	No formal educational credential	None	Short-term on-the-job training	—
Underground mining machine operators, all other	47-5049	Line item	2.6	2.5	0.0	0.0	-0.1	-4.5	—	0.3	68,910	No formal educational credential	None	Moderate-term on-the-job training	—
Rock splitters, quarry	47-5051	Line item	3.7	3.8	0.0	0.0	0.1	2.8	1.5	0.4	46,530	No formal educational credential	None	Short-term on-the-job training	—
Roustabouts, oil and gas	47-5071	Line item	46.0	48.6	0.0	0.0	2.5	5.5	—	4.9	46,340	No formal educational credential	None	Moderate-term on-the-job training	—
Helpers--extraction workers	47-5081	Line item	7.7	7.8	0.0	0.0	0.1	1.8	1.5	0.9	45,520	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Extraction workers, all other	47-5099	Line item	7.4	7.4	0.0	0.0	0.0	-0.5	1.5	0.9	49,580	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Installation, maintenance, and repair occupations	49-0000	Summary	6,460.3	6,803.5	3.8	3.9	343.3	5.3	4.5	606.2	53,920	—	—	—	—
Supervisors of installation, maintenance, and repair workers	49-1000	Summary	604.3	626.2	0.4	0.4	21.9	3.6	—	50.6	75,820	—	—	—	—
First-line supervisors of mechanics, installers, and repairers	49-1011	Line item	604.3	626.2	0.4	0.4	21.9	3.6	—	50.6	75,820	High school diploma or equivalent	Less than 5 years	None	—
Electrical and electronic equipment mechanics, installers, and repairers	49-2000	Summary	515.3	519.6	0.3	0.3	4.3	0.8	3.1	48.1	59,420	—	—	—	—
Computer, automated teller, and office machine repairers	49-2011	Line item	85.7	84.0	0.1	0.0	-1.7	-2.0	8.6	8.2	45,760	Some college, no degree	None	Short-term on-the-job training	—
Radio and telecommunications equipment installers and repairers	49-2020	Summary	174.3	169.6	0.1	0.1	-4.7	-2.7	1.3	15.8	61,270	—	—	—	—
Radio, cellular, and tower equipment installers and repairers	49-2021	Line item	12.0	12.9	0.0	0.0	0.8	6.8	1.2	1.3	61,310	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Telecommunications equipment installers and repairers, except line installers	49-2022	Line item	162.3	156.8	0.1	0.1	-5.5	-3.4	1.3	14.5	61,270	Postsecondary nondegree award	None	Moderate-term on-the-job training	OOH Content
Miscellaneous electrical and electronic equipment mechanics, installers, and repairers	49-2090	Summary	255.3	266.1	0.2	0.2	10.7	4.2	2.4	24.2	61,190	—	—	—	—
Avionics technicians	49-2091	Line item	21.9	23.5	0.0	0.0	1.7	7.6	—	1.9	77,420	Postsecondary nondegree award	None	None	OOH Content
Electric motor, power tool, and related repairers	49-2092	Line item	17.7	18.6	0.0	0.0	0.9	5.0	8.1	1.8	49,230	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	OOH Content
Electrical and electronics installers and repairers, transportation equipment	49-2093	Line item	7.6	8.2	0.0	0.0	0.5	6.9	—	0.7	79,160	Postsecondary nondegree award	None	Long-term on-the-job training	OOH Content
Electrical and electronics repairers, commercial and industrial equipment	49-2094	Line item	59.8	60.5	0.0	0.0	0.7	1.2	0.4	5.0	66,680	Postsecondary nondegree award	None	Long-term on-the-job training	OOH Content
Electrical and electronics repairers, powerhouse, substation, and relay	49-2095	Line item	25.4	25.7	0.0	0.0	0.2	0.8	0.4	2.1	96,600	Postsecondary nondegree award	Less than 5 years	Moderate-term on-the-job training	OOH Content
Electronic equipment installers and repairers, motor vehicles	49-2096	Line item	9.1	7.9	0.0	0.0	-1.2	-13.2	—	0.6	45,570	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Audiovisual equipment installers and repairers	49-2097	Line item	27.8	28.3	0.0	0.0	0.5	1.9	10.2	2.7	48,380	Postsecondary nondegree award	None	Short-term on-the-job training	—
Security and fire alarm systems installers	49-2098	Line item	86.0	93.4	0.1	0.1	7.4	8.6	1.7	9.5	56,430	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Vehicle and mobile equipment mechanics, installers, and repairers	49-3000	Summary	1,908.9	1,982.7	1.1	1.1	73.8	3.9	8.4	172.6	50,790	—	—	—	—
Aircraft mechanics and service technicians	49-3011	Line item	141.4	148.7	0.1	0.1	7.3	5.2	0.6	11.5	75,020	Postsecondary nondegree award	None	None	OOH Content
Automotive technicians and repairers	49-3020	Summary	985.5	1,009.3	0.6	0.6	23.8	2.4	12.7	83.5	47,990	—	—	—	—
Automotive body and related repairers	49-3021	Line item	169.2	171.4	0.1	0.1	2.1	1.3	7.8	13.9	48,740	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Automotive glass installers and repairers	49-3022	Line item	21.7	22.1	0.0	0.0	0.4	2.0	19.9	1.8	45,320	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Automotive service technicians and mechanics	49-3023	Line item	794.6	815.9	0.5	0.5	21.2	2.7	13.5	67.8	47,770	Postsecondary nondegree award	None	Short-term on-the-job training	OOH Content
Bus and truck mechanics and diesel engine specialists	49-3031	Line item	300.2	308.7	0.2	0.2	8.5	2.8	2.9	25.6	58,970	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Heavy vehicle and mobile equipment service technicians and mechanics	49-3040	Summary	259.3	281.8	0.2	0.2	22.6	8.7	5.5	24.1	61,000	—	—	—	—
Farm equipment mechanics and service technicians	49-3041	Line item	48.0	53.5	0.0	0.0	5.5	11.4	5.1	4.6	49,210	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Mobile heavy equipment mechanics, except engines	49-3042	Line item	191.1	207.3	0.1	0.1	16.2	8.5	5.7	17.7	61,900	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Rail car repairers	49-3043	Line item	20.2	21.1	0.0	0.0	0.9	4.4	5.3	1.8	65,030	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Small engine mechanics	49-3050	Summary	82.1	85.4	0.0	0.0	3.3	4.0	9.2	8.8	46,500	—	—	—	—
Motorboat mechanics and service technicians	49-3051	Line item	26.1	27.8	0.0	0.0	1.8	6.7	9.3	2.9	49,990	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Motorcycle mechanics	49-3052	Line item	16.0	16.4	0.0	0.0	0.4	2.5	9.4	1.7	46,270	Postsecondary nondegree award	None	Short-term on-the-job training	OOH Content
Outdoor power equipment and other small engine mechanics	49-3053	Line item	40.0	41.2	0.0	0.0	1.2	2.9	9.0	4.2	44,140	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Miscellaneous vehicle and mobile equipment mechanics, installers, and repairers	49-3090	Summary	140.5	148.8	0.1	0.1	8.4	5.9	3.0	19.0	36,550	—	—	—	—
Bicycle repairers	49-3091	Line item	14.5	15.3	0.0	0.0	0.8	5.6	3.1	2.0	38,320	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Recreational vehicle service technicians	49-3092	Line item	18.4	20.2	0.0	0.0	1.8	9.9	3.0	2.6	47,950	High school diploma or equivalent	None	Long-term on-the-job training	—
Tire repairers and changers	49-3093	Line item	107.6	113.3	0.1	0.1	5.7	5.3	3.0	14.5	35,790	High school diploma or equivalent	None	Short-term on-the-job training	—
Other installation, maintenance, and repair occupations	49-9000	Summary	3,431.8	3,675.0	2.0	2.1	243.2	7.1	3.3	334.9	50,200	—	—	—	—
Control and valve installers and repairers	49-9010	Summary	76.6	80.5	0.0	0.0	3.9	5.1	—	6.7	59,040	—	—	—	—
Mechanical door repairers	49-9011	Line item	27.7	30.9	0.0	0.0	3.2	11.4	—	2.7	48,650	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Control and valve installers and repairers, except mechanical door	49-9012	Line item	48.8	49.6	0.0	0.0	0.8	1.6	—	4.0	70,100	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Heating, air conditioning, and refrigeration mechanics and installers	49-9021	Line item	441.2	481.3	0.3	0.3	40.1	9.1	7.7	42.5	57,300	Postsecondary nondegree award	None	Long-term on-the-job training	OOH Content
Home appliance repairers	49-9031	Line item	37.5	37.8	0.0	0.0	0.3	0.8	19.3	3.1	47,170	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Industrial machinery installation, repair, and maintenance workers	49-9040	Summary	531.4	611.7	0.3	0.4	80.3	15.1	2.2	53.0	61,160	—	—	—	—
Industrial machinery mechanics	49-9041	Line item	429.5	503.3	0.3	0.3	73.8	17.2	1.6	43.5	61,420	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Maintenance workers, machinery	49-9043	Line item	59.0	63.6	0.0	0.0	4.6	7.8	1.3	5.8	57,350	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Millwrights	49-9044	Line item	42.3	44.3	0.0	0.0	2.0	4.8	9.3	3.7	62,980	High school diploma or equivalent	None	Apprenticeship	OOH Content
Refractory materials repairers, except brickmasons	49-9045	Line item	0.6	0.5	0.0	0.0	-0.1	-17.8	—	0.0	48,410	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Line installers and repairers	49-9050	Summary	225.6	232.2	0.1	0.1	6.7	3.0	1.6	19.6	78,810	—	—	—	—
Electrical power-line installers and repairers	49-9051	Line item	123.4	132.8	0.1	0.1	9.4	7.6	0.7	10.7	85,420	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Telecommunications line installers and repairers	49-9052	Line item	102.2	99.4	0.1	0.1	-2.8	-2.7	2.8	8.8	64,640	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Precision instrument and equipment repairers	49-9060	Summary	88.7	101.1	0.1	0.1	12.3	13.9	2.5	9.1	59,380	—	—	—	—
Camera and photographic equipment repairers	49-9061	Line item	2.6	2.2	0.0	0.0	-0.4	-16.9	2.4	0.2	46,850	High school diploma or equivalent	None	Long-term on-the-job training	—
Medical equipment repairers	49-9062	Line item	67.0	79.3	0.0	0.0	12.3	18.4	2.6	7.3	60,670	Associate's degree	None	Moderate-term on-the-job training	OOH Content
Musical instrument repairers and tuners	49-9063	Line item	6.3	6.4	0.0	0.0	0.1	1.5	2.7	0.5	42,800	High school diploma or equivalent	None	Apprenticeship	—
Watch and clock repairers	49-9064	Line item	1.9	1.9	0.0	0.0	0.0	0.0	2.7	0.2	58,140	High school diploma or equivalent	None	Long-term on-the-job training	—
Precision instrument and equipment repairers, all other	49-9069	Line item	10.9	11.2	0.0	0.0	0.4	3.5	2.1	1.0	62,040	High school diploma or equivalent	None	Long-term on-the-job training	—
Maintenance and repair workers, general	49-9071	Line item	1,616.5	1,698.3	1.0	1.0	81.8	5.1	1.4	157.2	46,700	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Wind turbine service technicians	49-9081	Line item	11.4	18.2	0.0	0.0	6.8	60.1	12.0	2.1	61,770	Postsecondary nondegree award	None	Long-term on-the-job training	OOH Content
Miscellaneous installation, maintenance, and repair workers	49-9090	Summary	403.0	414.0	0.2	0.2	11.0	2.7	7.5	41.6	44,470	—	—	—	—
Coin, vending, and amusement machine servicers and repairers	49-9091	Line item	39.3	39.2	0.0	0.0	-0.1	-0.4	6.7	4.0	44,980	High school diploma or equivalent	None	Short-term on-the-job training	—
Commercial divers	49-9092	Line item	3.2	3.5	0.0	0.0	0.3	8.3	11.8	0.4	61,300	Postsecondary nondegree award	None	Moderate-term on-the-job training	—
Locksmiths and safe repairers	49-9094	Line item	17.6	15.8	0.0	0.0	-1.7	-9.9	13.2	1.8	48,380	High school diploma or equivalent	None	Long-term on-the-job training	—
Manufactured building and mobile home installers	49-9095	Line item	3.3	2.7	0.0	0.0	-0.6	-19.6	12.3	0.2	38,980	High school diploma or equivalent	None	Short-term on-the-job training	—
Riggers	49-9096	Line item	24.2	25.4	0.0	0.0	1.2	4.9	—	2.7	56,220	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Signal and track switch repairers	49-9097	Line item	9.3	9.5	0.0	0.0	0.2	2.3	9.6	0.9	82,710	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Helpers--installation, maintenance, and repair workers	49-9098	Line item	104.6	109.2	0.1	0.1	4.6	4.4	1.0	11.2	36,710	High school diploma or equivalent	None	Short-term on-the-job training	—
Installation, maintenance, and repair workers, all other	49-9099	Line item	201.5	208.7	0.1	0.1	7.2	3.6	11.1	20.4	46,500	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Production occupations	51-0000	Summary	9,093.6	8,999.5	5.4	5.2	-94.1	-1.0	2.9	970.1	43,630	—	—	—	—
Supervisors of production workers	51-1000	Summary	690.9	695.1	0.4	0.4	4.2	0.6	2.0	64.6	65,930	—	—	—	—
First-line supervisors of production and operating workers	51-1011	Line item	690.9	695.1	0.4	0.4	4.2	0.6	2.0	64.6	65,930	High school diploma or equivalent	Less than 5 years	None	—
Assemblers and fabricators	51-2000	Summary	1,965.1	1,966.7	1.2	1.1	1.7	0.1	1.2	209.8	39,720	—	—	—	—
Aircraft structure, surfaces, rigging, and systems assemblers	51-2011	Line item	31.4	26.3	0.0	0.0	-5.2	-16.4	1.4	2.6	61,240	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Electrical, electronics, and electromechanical assemblers	51-2020	Summary	283.2	301.6	0.2	0.2	18.4	6.5	0.1	32.6	40,700	—	—	—	—
Coil winders, tapers, and finishers	51-2021	Line item	12.1	10.9	0.0	0.0	-1.1	-9.3	—	1.1	44,890	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Electrical, electronic, and electromechanical assemblers, except coil winders, tapers, and finishers	51-2028	Line item	271.1	290.6	0.2	0.2	19.5	7.2	0.1	31.5	40,490	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Engine and other machine assemblers	51-2031	Line item	49.0	38.6	0.0	0.0	-10.4	-21.3	—	3.7	50,270	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Structural metal fabricators and fitters	51-2041	Line item	59.3	50.3	0.0	0.0	-9.1	-15.3	1.4	4.9	48,480	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Fiberglass laminators and fabricators	51-2051	Line item	20.9	21.8	0.0	0.0	1.0	4.6	1.5	2.4	40,200	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Timing device assemblers and adjusters	51-2061	Line item	0.4	0.3	0.0	0.0	-0.1	-16.3	—	0.0	48,840	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Miscellaneous assemblers and fabricators	51-2090	Line item	1,520.8	1,527.9	0.9	0.9	7.0	0.5	1.5	163.7	38,920	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Food processing workers	51-3000	Summary	884.9	921.4	0.5	0.5	36.5	4.1	3.4	123.3	36,850	—	—	—	—
Bakers	51-3011	Line item	243.4	256.1	0.1	0.1	12.7	5.2	8.5	40.4	34,950	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Butchers and other meat, poultry, and fish processing workers	51-3020	Summary	353.0	357.7	0.2	0.2	4.7	1.3	0.9	42.9	37,200	—	—	—	—
Butchers and meat cutters	51-3021	Line item	139.1	136.2	0.1	0.1	-2.9	-2.1	0.9	16.1	37,650	No formal educational credential	None	Long-term on-the-job training	OOH Content
Meat, poultry, and fish cutters and trimmers	51-3022	Line item	141.1	147.7	0.1	0.1	6.6	4.7	0.9	17.9	36,300	No formal educational credential	None	Short-term on-the-job training	—
Slaughterers and meat packers	51-3023	Line item	72.8	73.8	0.0	0.0	1.0	1.4	0.9	8.8	38,160	No formal educational credential	None	Short-term on-the-job training	—
Miscellaneous food processing workers	51-3090	Summary	288.4	307.6	0.2	0.2	19.2	6.7	2.0	40.0	38,130	—	—	—	—
Food and tobacco roasting, baking, and drying machine operators and tenders	51-3091	Line item	19.6	20.0	0.0	0.0	0.4	2.2	0.5	2.7	39,850	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Food batchmakers	51-3092	Line item	171.3	186.8	0.1	0.1	15.5	9.1	0.9	26.3	38,460	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Food cooking machine operators and tenders	51-3093	Line item	30.7	31.1	0.0	0.0	0.3	1.0	3.2	4.1	38,550	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Food processing workers, all other	51-3099	Line item	66.8	69.7	0.0	0.0	2.9	4.4	4.9	6.9	36,890	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Metal workers and plastic workers	51-4000	Summary	1,657.4	1,613.0	1.0	0.9	-44.5	-2.7	2.3	157.6	46,860	—	—	—	—
Forming machine setters, operators, and tenders, metal and plastic	51-4020	Summary	98.4	96.3	0.1	0.1	-2.1	-2.2	0.6	9.7	45,410	—	—	—	—
Extruding and drawing machine setters, operators, and tenders, metal and plastic	51-4021	Line item	64.1	65.3	0.0	0.0	1.3	2.0	0.6	6.7	44,390	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Forging machine setters, operators, and tenders, metal and plastic	51-4022	Line item	9.3	7.9	0.0	0.0	-1.5	-15.7	0.6	0.7	46,990	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Rolling machine setters, operators, and tenders, metal and plastic	51-4023	Line item	25.0	23.1	0.0	0.0	-1.9	-7.7	0.6	2.3	47,040	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Machine tool cutting setters, operators, and tenders, metal and plastic	51-4030	Summary	297.2	263.6	0.2	0.2	-33.6	-11.3	0.1	25.0	43,300	—	—	—	—
Cutting, punching, and press machine setters, operators, and tenders, metal and plastic	51-4031	Line item	181.3	161.0	0.1	0.1	-20.3	-11.2	—	15.1	42,400	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Drilling and boring machine tool setters, operators, and tenders, metal and plastic	51-4032	Line item	5.8	4.7	0.0	0.0	-1.1	-19.2	—	0.4	44,620	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Grinding, lapping, polishing, and buffing machine tool setters, operators, and tenders, metal and plastic	51-4033	Line item	76.3	68.1	0.0	0.0	-8.2	-10.7	0.5	6.5	42,610	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Lathe and turning machine tool setters, operators, and tenders, metal and plastic	51-4034	Line item	19.7	17.5	0.0	0.0	-2.3	-11.4	—	1.7	47,110	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Milling and planing machine setters, operators, and tenders, metal and plastic	51-4035	Line item	14.1	12.3	0.0	0.0	-1.8	-12.9	—	1.2	47,200	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Machinists	51-4041	Line item	298.0	303.0	0.2	0.2	5.0	1.7	1.4	30.2	50,840	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Metal furnace operators, tenders, pourers, and casters	51-4050	Summary	27.0	25.6	0.0	0.0	-1.4	-5.2	2.1	2.4	50,200	—	—	—	—
Metal-refining furnace operators and tenders	51-4051	Line item	21.4	20.4	0.0	0.0	-1.0	-4.8	2.1	1.9	50,250	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Pourers and casters, metal	51-4052	Line item	5.6	5.2	0.0	0.0	-0.4	-6.7	2.1	0.5	48,690	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Model makers and patternmakers, metal and plastic	51-4060	Summary	5.0	4.0	0.0	0.0	-1.0	-19.5	—	0.4	58,840	—	—	—	—
Model makers, metal and plastic	51-4061	Line item	2.9	2.4	0.0	0.0	-0.5	-17.6	—	0.2	64,190	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Patternmakers, metal and plastic	51-4062	Line item	2.2	1.7	0.0	0.0	-0.5	-22.2	—	0.1	49,670	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Molders and molding machine setters, operators, and tenders, metal and plastic	51-4070	Summary	170.6	163.8	0.1	0.1	-6.9	-4.0	—	15.9	39,170	—	—	—	—
Foundry mold and coremakers	51-4071	Line item	11.8	8.9	0.0	0.0	-2.9	-24.6	—	0.7	44,300	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Molding, coremaking, and casting machine setters, operators, and tenders, metal and plastic	51-4072	Line item	158.8	154.9	0.1	0.1	-3.9	-2.5	—	15.1	38,870	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Multiple machine tool setters, operators, and tenders, metal and plastic	51-4081	Line item	130.0	132.3	0.1	0.1	2.3	1.8	1.2	13.1	41,600	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Tool and die makers	51-4111	Line item	59.1	53.3	0.0	0.0	-5.8	-9.7	0.5	5.1	61,490	Postsecondary nondegree award	None	Long-term on-the-job training	OOH Content
Welding, soldering, and brazing workers	51-4120	Summary	490.2	496.3	0.3	0.3	6.1	1.2	6.1	48.8	48,680	—	—	—	—
Welders, cutters, solderers, and brazers	51-4121	Line item	454.5	463.8	0.3	0.3	9.3	2.0	6.1	45.8	48,940	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Welding, soldering, and brazing machine setters, operators, and tenders	51-4122	Line item	35.6	32.5	0.0	0.0	-3.2	-8.9	6.1	3.0	45,350	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Miscellaneous metal workers and plastic workers	51-4190	Summary	81.9	74.7	0.0	0.0	-7.2	-8.8	1.2	7.0	43,260	—	—	—	—
Heat treating equipment setters, operators, and tenders, metal and plastic	51-4191	Line item	15.2	13.8	0.0	0.0	-1.4	-9.5	1.2	1.3	44,240	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Layout workers, metal and plastic	51-4192	Line item	6.9	6.7	0.0	0.0	-0.2	-3.5	1.0	0.6	62,270	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Plating machine setters, operators, and tenders, metal and plastic	51-4193	Line item	32.4	28.8	0.0	0.0	-3.6	-11.1	1.2	2.6	39,740	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Tool grinders, filers, and sharpeners	51-4194	Line item	6.8	6.3	0.0	0.0	-0.5	-7.8	1.2	0.6	46,410	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Metal workers and plastic workers, all other	51-4199	Line item	20.7	19.2	0.0	0.0	-1.4	-6.9	1.2	1.8	41,200	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Printing workers	51-5100	Summary	217.7	191.8	0.1	0.1	-25.9	-11.9	3.0	19.9	40,870	—	—	—	—
Prepress technicians and workers	51-5111	Line item	23.3	19.0	0.0	0.0	-4.3	-18.5	0.3	2.2	45,070	Postsecondary nondegree award	None	None	—
Printing press operators	51-5112	Line item	156.2	141.3	0.1	0.1	-14.9	-9.5	4.1	14.3	41,860	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Print binding and finishing workers	51-5113	Line item	38.1	31.4	0.0	0.0	-6.7	-17.5	—	3.4	38,100	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Textile, apparel, and furnishings workers	51-6000	Summary	520.6	497.8	0.3	0.3	-22.8	-4.4	7.9	61.9	34,110	—	—	—	—
Laundry and dry-cleaning workers	51-6011	Line item	195.4	206.2	0.1	0.1	10.8	5.5	3.0	28.9	31,050	No formal educational credential	None	Short-term on-the-job training	—
Pressers, textile, garment, and related materials	51-6021	Line item	29.3	25.8	0.0	0.0	-3.5	-12.0	—	2.9	32,240	No formal educational credential	None	Short-term on-the-job training	—
Sewing machine operators	51-6031	Line item	128.7	111.8	0.1	0.1	-17.0	-13.2	10.2	11.9	34,440	No formal educational credential	None	Short-term on-the-job training	—
Shoe and leather workers	51-6040	Summary	15.5	13.5	0.0	0.0	-1.9	-12.6	21.7	1.4	36,300	—	—	—	—
Shoe and leather workers and repairers	51-6041	Line item	9.4	8.3	0.0	0.0	-1.1	-11.9	21.7	0.8	36,020	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Shoe machine operators and tenders	51-6042	Line item	6.1	5.2	0.0	0.0	-0.8	-13.6	21.6	0.5	36,970	High school diploma or equivalent	None	Short-term on-the-job training	—
Tailors, dressmakers, and sewers	51-6050	Summary	30.2	27.9	0.0	0.0	-2.3	-7.6	38.0	3.7	35,680	—	—	—	—
Sewers, hand	51-6051	Line item	5.6	4.9	0.0	0.0	-0.7	-12.2	38.0	0.6	32,240	No formal educational credential	None	Moderate-term on-the-job training	—
Tailors, dressmakers, and custom sewers	51-6052	Line item	24.6	23.0	0.0	0.0	-1.6	-6.5	38.0	3.0	36,650	No formal educational credential	None	Moderate-term on-the-job training	—
Textile machine setters, operators, and tenders	51-6060	Summary	57.2	51.3	0.0	0.0	-5.9	-10.3	1.7	6.1	36,150	—	—	—	—
Textile bleaching and dyeing machine operators and tenders	51-6061	Line item	6.9	6.1	0.0	0.0	-0.7	-10.3	1.7	0.7	35,340	High school diploma or equivalent	None	Short-term on-the-job training	—
Textile cutting machine setters, operators, and tenders	51-6062	Line item	9.9	8.7	0.0	0.0	-1.2	-11.7	1.7	1.0	36,620	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Textile knitting and weaving machine setters, operators, and tenders	51-6063	Line item	16.4	14.4	0.0	0.0	-1.9	-11.8	1.7	1.7	37,130	High school diploma or equivalent	None	Short-term on-the-job training	—
Textile winding, twisting, and drawing out machine setters, operators, and tenders	51-6064	Line item	24.1	22.0	0.0	0.0	-2.1	-8.8	1.7	2.6	35,530	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Miscellaneous textile, apparel, and furnishings workers	51-6090	Summary	64.2	61.3	0.0	0.0	-2.9	-4.5	9.6	7.0	40,560	—	—	—	—
Extruding and forming machine setters, operators, and tenders, synthetic and glass fibers	51-6091	Line item	15.1	14.7	0.0	0.0	-0.5	-3.1	3.2	1.9	44,030	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Fabric and apparel patternmakers	51-6092	Line item	2.7	2.4	0.0	0.0	-0.3	-11.7	3.2	0.3	62,510	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Upholsterers	51-6093	Line item	30.7	30.1	0.0	0.0	-0.6	-2.0	16.7	3.0	42,730	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Textile, apparel, and furnishings workers, all other	51-6099	Line item	15.6	14.1	0.0	0.0	-1.5	-9.5	3.1	1.8	35,130	High school diploma or equivalent	None	Short-term on-the-job training	—
Woodworkers	51-7000	Summary	240.8	233.9	0.1	0.1	-6.8	-2.8	11.4	23.5	39,350	—	—	—	—
Cabinetmakers and bench carpenters	51-7011	Line item	99.7	97.0	0.1	0.1	-2.7	-2.7	12.9	9.0	43,260	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Furniture finishers	51-7021	Line item	18.2	17.9	0.0	0.0	-0.3	-1.6	22.2	1.8	39,790	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Model makers and patternmakers, wood	51-7030	Summary	1.6	1.4	0.0	0.0	-0.2	-13.0	47.7	0.1	48,290	—	—	—	—
Model makers, wood	51-7031	Line item	1.1	1.0	0.0	0.0	-0.1	-12.8	47.8	0.1	45,040	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Patternmakers, wood	51-7032	Line item	0.5	0.4	0.0	0.0	-0.1	-13.5	47.5	0.0	48,630	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Woodworking machine setters, operators, and tenders	51-7040	Summary	106.1	104.6	0.1	0.1	-1.5	-1.5	2.4	11.2	38,140	—	—	—	—
Sawing machine setters, operators, and tenders, wood	51-7041	Line item	45.6	45.3	0.0	0.0	-0.2	-0.5	5.3	4.9	38,000	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Woodworking machine setters, operators, and tenders, except sawing	51-7042	Line item	60.6	59.3	0.0	0.0	-1.3	-2.2	0.3	6.2	38,260	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Woodworkers, all other	51-7099	Line item	15.1	13.1	0.0	0.0	-2.0	-13.5	48.3	1.3	37,760	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Plant and system operators	51-8000	Summary	291.4	279.6	0.2	0.2	-11.8	-4.1	—	25.3	67,100	—	—	—	—
Power plant operators, distributors, and dispatchers	51-8010	Summary	47.4	43.6	0.0	0.0	-3.8	-8.0	—	3.8	100,890	—	—	—	—
Nuclear power reactor operators	51-8011	Line item	5.8	5.2	0.0	0.0	-0.6	-10.3	—	0.4	120,350	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Power distributors and dispatchers	51-8012	Line item	9.2	9.1	0.0	0.0	-0.1	-1.4	—	0.8	104,750	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Power plant operators	51-8013	Line item	32.4	29.3	0.0	0.0	-3.1	-9.4	—	2.5	97,010	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Stationary engineers and boiler operators	51-8021	Line item	35.5	36.9	0.0	0.0	1.4	4.1	—	3.8	67,640	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Water and wastewater treatment plant and system operators	51-8031	Line item	124.7	117.2	0.1	0.1	-7.5	-6.0	—	10.3	54,890	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Miscellaneous plant and system operators	51-8090	Summary	83.9	81.9	0.0	0.0	-2.0	-2.4	—	7.5	80,710	—	—	—	—
Chemical plant and system operators	51-8091	Line item	18.4	18.2	0.0	0.0	-0.1	-0.8	—	1.7	80,030	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Gas plant operators	51-8092	Line item	16.1	14.6	0.0	0.0	-1.6	-9.8	—	1.3	82,560	High school diploma or equivalent	None	Long-term on-the-job training	—
Petroleum pump system operators, refinery operators, and gaugers	51-8093	Line item	33.6	32.8	0.0	0.0	-0.8	-2.3	—	3.0	94,580	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Plant and system operators, all other	51-8099	Line item	15.8	16.3	0.0	0.0	0.5	3.2	—	1.5	56,940	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Other production occupations	51-9000	Summary	2,624.8	2,600.1	1.6	1.5	-24.6	-0.9	3.1	284.3	43,880	—	—	—	—
Chemical processing machine setters, operators, and tenders	51-9010	Summary	175.4	169.7	0.1	0.1	-5.7	-3.2	0.0	16.5	50,300	—	—	—	—
Chemical equipment operators and tenders	51-9011	Line item	121.9	115.4	0.1	0.1	-6.5	-5.4	0.0	11.1	51,720	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Separating, filtering, clarifying, precipitating, and still machine setters, operators, and tenders	51-9012	Line item	53.4	54.3	0.0	0.0	0.9	1.7	—	5.4	48,120	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Crushing, grinding, polishing, mixing, and blending workers	51-9020	Summary	146.8	149.0	0.1	0.1	2.2	1.5	1.4	14.8	45,460	—	—	—	—
Crushing, grinding, and polishing machine setters, operators, and tenders	51-9021	Line item	26.5	26.3	0.0	0.0	-0.3	-1.0	1.4	2.6	44,510	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Grinding and polishing workers, hand	51-9022	Line item	12.5	10.3	0.0	0.0	-2.2	-17.8	1.4	0.9	38,940	No formal educational credential	None	Moderate-term on-the-job training	—
Mixing and blending machine setters, operators, and tenders	51-9023	Line item	107.8	112.4	0.1	0.1	4.7	4.3	1.4	11.3	46,100	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Cutting workers	51-9030	Summary	59.4	56.7	0.0	0.0	-2.7	-4.5	0.3	5.8	43,300	—	—	—	—
Cutters and trimmers, hand	51-9031	Line item	6.9	5.6	0.0	0.0	-1.3	-18.4	—	0.5	37,040	No formal educational credential	None	Short-term on-the-job training	—
Cutting and slicing machine setters, operators, and tenders	51-9032	Line item	52.5	51.1	0.0	0.0	-1.4	-2.7	0.3	5.2	44,310	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Extruding, forming, pressing, and compacting machine setters, operators, and tenders	51-9041	Line item	57.2	58.7	0.0	0.0	1.6	2.7	—	5.8	42,670	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Furnace, kiln, oven, drier, and kettle operators and tenders	51-9051	Line item	15.2	15.5	0.0	0.0	0.3	2.0	3.1	1.6	45,640	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Inspectors, testers, sorters, samplers, and weighers	51-9061	Line item	595.5	577.7	0.4	0.3	-17.8	-3.0	1.3	65.2	45,850	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Jewelers and precious stone and metal workers	51-9071	Line item	46.2	44.5	0.0	0.0	-1.7	-3.7	47.7	5.4	47,450	High school diploma or equivalent	None	Long-term on-the-job training	OOH Content
Dental and ophthalmic laboratory technicians and medical appliance technicians	51-9080	Summary	67.0	66.3	0.0	0.0	-0.7	-1.0	3.4	7.2	44,640	—	—	—	—
Dental laboratory technicians	51-9081	Line item	35.1	33.7	0.0	0.0	-1.5	-4.2	3.4	3.6	47,690	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Medical appliance technicians	51-9082	Line item	13.0	13.5	0.0	0.0	0.5	3.9	3.4	1.5	44,960	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Ophthalmic laboratory technicians	51-9083	Line item	18.9	19.2	0.0	0.0	0.3	1.6	3.4	2.1	37,720	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Packaging and filling machine operators and tenders	51-9111	Line item	367.9	392.5	0.2	0.2	24.6	6.7	0.1	43.9	38,330	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Painting workers	51-9120	Summary	179.4	181.5	0.1	0.1	2.2	1.2	5.9	16.9	45,340	—	—	—	—
Painting, coating, and decorating workers	51-9123	Line item	11.4	11.6	0.0	0.0	0.2	1.5	5.8	1.1	40,230	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Coating, painting, and spraying machine setters, operators, and tenders	51-9124	Line item	167.9	169.9	0.1	0.1	2.0	1.2	5.9	15.8	45,560	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Semiconductor processing technicians	51-9141	Line item	26.6	30.1	0.0	0.0	3.4	13.0	—	3.4	45,850	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Photographic process workers and processing machine operators	51-9151	Line item	9.2	9.4	0.0	0.0	0.1	1.5	38.3	1.3	35,620	High school diploma or equivalent	None	Short-term on-the-job training	—
Computer numerically controlled tool operators and programmers	51-9160	Summary	218.2	204.9	0.1	0.1	-13.3	-6.1	0.2	18.5	49,690	—	—	—	—
Computer numerically controlled tool operators	51-9161	Line item	189.9	172.4	0.1	0.1	-17.5	-9.2	0.2	15.2	48,550	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Computer numerically controlled tool programmers	51-9162	Line item	28.3	32.5	0.0	0.0	4.2	14.9	0.2	3.3	63,440	Postsecondary nondegree award	None	Moderate-term on-the-job training	OOH Content
Miscellaneous production workers	51-9190	Summary	660.8	643.6	0.4	0.4	-17.2	-2.6	4.8	78.1	38,750	—	—	—	—
Adhesive bonding machine operators and tenders	51-9191	Line item	12.5	12.4	0.0	0.0	-0.1	-0.5	—	1.2	43,540	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Cleaning, washing, and metal pickling equipment operators and tenders	51-9192	Line item	15.8	16.6	0.0	0.0	0.7	4.5	5.8	1.8	39,340	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Cooling and freezing equipment operators and tenders	51-9193	Line item	7.1	7.8	0.0	0.0	0.7	9.4	5.5	0.9	42,420	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Etchers and engravers	51-9194	Line item	11.7	11.9	0.0	0.0	0.3	2.3	30.2	1.5	40,040	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Molders, shapers, and casters, except metal and plastic	51-9195	Line item	49.2	51.8	0.0	0.0	2.6	5.3	21.4	6.6	43,310	High school diploma or equivalent	None	Long-term on-the-job training	—
Paper goods machine setters, operators, and tenders	51-9196	Line item	95.2	83.3	0.1	0.0	-11.9	-12.5	—	8.0	47,250	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Tire builders	51-9197	Line item	20.7	21.3	0.0	0.0	0.6	3.1	—	2.6	54,080	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Helpers--production workers	51-9198	Line item	183.5	168.4	0.1	0.1	-15.2	-8.3	0.9	25.9	36,700	High school diploma or equivalent	None	Short-term on-the-job training	—
Production workers, all other	51-9199	Line item	265.1	270.1	0.2	0.2	5.0	1.9	5.6	29.6	37,430	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Transportation and material moving occupations	53-0000	Summary	14,315.1	15,000.1	8.5	8.6	685.1	4.8	3.9	1,892.9	40,050	—	—	—	—
Supervisors of transportation and material moving workers	53-1000	Summary	603.1	635.3	0.4	0.4	32.2	5.3	0.1	63.7	60,500	—	—	—	—
Aircraft cargo handling supervisors	53-1041	Line item	9.1	9.7	0.0	0.0	0.7	7.7	—	1.0	58,920	High school diploma or equivalent	Less than 5 years	None	—
First-line supervisors of transportation and material moving workers, except aircraft cargo handling supervisors	53-1047	Line item	594.1	625.6	0.4	0.4	31.5	5.3	0.1	62.7	60,510	High school diploma or equivalent	Less than 5 years	None	—
Air transportation workers	53-2000	Summary	325.8	348.5	0.2	0.2	22.7	7.0	1.3	42.1	97,320	—	—	—	—
Aircraft pilots and flight engineers	53-2010	Summary	152.8	160.9	0.1	0.1	8.0	5.3	2.4	18.5	171,210	—	—	—	—
Airline pilots, copilots, and flight engineers	53-2011	Line item	96.3	101.1	0.1	0.1	4.8	5.0	—	11.6	219,140	Bachelor's degree	Less than 5 years	Moderate-term on-the-job training	OOH Content
Commercial pilots	53-2012	Line item	56.5	59.7	0.0	0.0	3.2	5.7	6.6	6.9	113,080	Postsecondary nondegree award	None	Moderate-term on-the-job training	OOH Content
Air traffic controllers and airfield operations specialists	53-2020	Summary	42.7	44.4	0.0	0.0	1.7	4.0	—	4.0	91,290	—	—	—	—
Air traffic controllers	53-2021	Line item	24.0	24.7	0.0	0.0	0.7	2.9	—	2.2	137,380	Associate's degree	None	Long-term on-the-job training	OOH Content
Airfield operations specialists	53-2022	Line item	18.7	19.7	0.0	0.0	1.0	5.3	—	1.8	51,140	High school diploma or equivalent	None	Long-term on-the-job training	—
Flight attendants	53-2031	Line item	130.3	143.2	0.1	0.1	12.9	9.9	0.3	19.5	68,370	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	OOH Content
Motor vehicle operators	53-3000	Summary	4,858.0	5,164.9	2.9	3.0	306.9	6.3	9.3	570.4	47,490	—	—	—	—
Ambulance drivers and attendants, except emergency medical technicians	53-3011	Line item	11.6	11.6	0.0	0.0	0.0	-0.1	—	1.5	32,580	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Driver/sales workers and truck drivers	53-3030	Summary	3,807.2	4,051.6	2.3	2.3	244.4	6.4	6.6	424.1	48,120	—	—	—	—
Driver/sales workers	53-3031	Line item	503.2	549.3	0.3	0.3	46.1	9.2	6.6	58.1	35,420	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Heavy and tractor-trailer truck drivers	53-3032	Line item	2,211.3	2,313.4	1.3	1.3	102.0	4.6	6.6	240.3	54,320	Postsecondary nondegree award	None	Short-term on-the-job training	OOH Content
Light truck drivers	53-3033	Line item	1,092.6	1,188.9	0.7	0.7	96.3	8.8	6.6	125.6	42,470	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Passenger vehicle drivers	53-3050	Summary	952.7	1,008.0	0.6	0.6	55.3	5.8	17.7	131.9	44,080	—	—	—	—
Bus drivers, school	53-3051	Line item	365.3	368.9	0.2	0.2	3.6	1.0	0.4	55.1	45,660	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Bus drivers, transit and intercity	53-3052	Line item	194.1	204.1	0.1	0.1	10.1	5.2	1.1	24.7	60,170	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Shuttle drivers and chauffeurs	53-3053	Line item	222.3	241.3	0.1	0.1	19.0	8.5	5.3	32.1	35,240	No formal educational credential	None	Short-term on-the-job training	OOH Content
Taxi drivers	53-3054	Line item	171.1	193.8	0.1	0.1	22.7	13.3	89.7	20.0	34,680	No formal educational credential	None	Short-term on-the-job training	OOH Content
Motor vehicle operators, all other	53-3099	Line item	86.5	93.6	0.1	0.1	7.1	8.3	38.9	13.0	35,690	No formal educational credential	None	Short-term on-the-job training	—
Rail transportation workers	53-4000	Summary	100.4	102.4	0.1	0.1	2.0	2.0	—	9.0	73,890	—	—	—	—
Locomotive engineers and operators	53-4010	Summary	29.9	30.3	0.0	0.0	0.4	1.2	—	2.5	74,360	—	—	—	—
Locomotive engineers	53-4011	Line item	27.5	27.9	0.0	0.0	0.4	1.3	—	2.3	74,770	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	OOH Content
Rail yard engineers, dinkey operators, and hostlers	53-4013	Line item	2.4	2.4	0.0	0.0	0.0	0.5	—	0.2	57,070	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Railroad brake, signal, and switch operators and locomotive firers	53-4022	Line item	12.0	12.1	0.0	0.0	0.2	1.5	—	1.1	63,540	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Railroad conductors and yardmasters	53-4031	Line item	41.1	41.9	0.0	0.0	0.8	1.9	—	3.7	71,130	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Subway and streetcar operators	53-4041	Line item	15.4	16.0	0.0	0.0	0.7	4.2	—	1.5	84,270	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Rail transportation workers, all other	53-4099	Line item	1.9	2.0	0.0	0.0	0.1	3.5	—	0.2	44,660	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Water transportation workers	53-5000	Summary	85.0	87.5	0.1	0.1	2.5	3.0	5.6	9.7	64,930	—	—	—	—
Sailors and marine oilers	53-5011	Line item	32.1	33.2	0.0	0.0	1.1	3.5	—	3.8	48,400	No formal educational credential	None	Moderate-term on-the-job training	OOH Content
Ship and boat captains and operators	53-5020	Summary	43.4	44.4	0.0	0.0	1.1	2.4	11.0	4.7	82,630	—	—	—	—
Captains, mates, and pilots of water vessels	53-5021	Line item	40.2	41.2	0.0	0.0	0.9	2.3	11.0	4.4	88,730	Postsecondary nondegree award	Less than 5 years	None	OOH Content
Motorboat operators	53-5022	Line item	3.1	3.2	0.0	0.0	0.1	3.4	10.3	0.3	46,420	Postsecondary nondegree award	Less than 5 years	None	OOH Content
Ship engineers	53-5031	Line item	9.5	9.8	0.0	0.0	0.3	3.4	—	1.1	94,270	Postsecondary nondegree award	Less than 5 years	None	OOH Content
Other transportation workers	53-6000	Summary	314.7	325.9	0.2	0.2	11.2	3.6	1.3	45.5	35,020	—	—	—	—
Bridge and lock tenders	53-6011	Line item	3.6	3.6	0.0	0.0	0.0	0.5	—	0.4	49,120	High school diploma or equivalent	None	Short-term on-the-job training	—
Parking attendants	53-6021	Line item	120.9	127.3	0.1	0.1	6.4	5.3	0.7	18.6	32,840	No formal educational credential	None	Short-term on-the-job training	—
Transportation service attendants	53-6030	Summary	119.8	121.2	0.1	0.1	1.5	1.2	0.6	18.4	35,000	—	—	—	—
Automotive and watercraft service attendants	53-6031	Line item	94.6	94.5	0.1	0.1	-0.1	-0.1	0.6	14.3	33,820	No formal educational credential	None	Short-term on-the-job training	—
Aircraft service attendants	53-6032	Line item	25.2	26.7	0.0	0.0	1.6	6.2	0.6	4.1	39,110	High school diploma or equivalent	None	Short-term on-the-job training	—
Traffic technicians	53-6041	Line item	7.8	8.2	0.0	0.0	0.3	4.2	—	0.8	52,240	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Transportation inspectors	53-6051	Line item	29.7	30.8	0.0	0.0	1.2	3.9	3.5	2.9	87,290	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Passenger attendants	53-6061	Line item	21.6	22.9	0.0	0.0	1.3	5.8	6.3	3.3	35,620	High school diploma or equivalent	None	Short-term on-the-job training	—
Transportation workers, all other	53-6099	Line item	11.3	11.9	0.0	0.0	0.6	5.3	1.6	1.2	40,300	High school diploma or equivalent	None	Short-term on-the-job training	—
Material moving workers	53-7000	Summary	8,028.1	8,335.7	4.8	4.8	307.6	3.8	1.1	1,152.5	37,290	—	—	—	—
Conveyor operators and tenders	53-7011	Line item	30.4	30.1	0.0	0.0	-0.3	-0.9	20.9	2.8	39,260	No formal educational credential	None	Short-term on-the-job training	OOH Content
Crane and tower operators	53-7021	Line item	42.6	44.2	0.0	0.0	1.6	3.7	—	4.1	64,690	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	OOH Content
Dredge operators	53-7031	Line item	1.2	1.2	0.0	0.0	0.0	2.1	17.6	0.1	50,440	High school diploma or equivalent	None	Moderate-term on-the-job training	OOH Content
Hoist and winch operators	53-7041	Line item	2.7	2.7	0.0	0.0	0.0	-0.5	18.2	0.3	55,950	No formal educational credential	None	Short-term on-the-job training	OOH Content
Industrial truck and tractor operators	53-7051	Line item	770.8	791.9	0.5	0.5	21.2	2.7	0.2	78.2	44,470	No formal educational credential	None	Short-term on-the-job training	OOH Content
Laborers and material movers	53-7060	Summary	6,957.3	7,237.0	4.1	4.1	279.7	4.0	1.0	1,041.0	36,720	—	—	—	—
Cleaners of vehicles and equipment	53-7061	Line item	402.7	420.6	0.2	0.2	17.8	4.4	7.6	56.5	34,150	No formal educational credential	None	Short-term on-the-job training	OOH Content
Laborers and freight, stock, and material movers, hand	53-7062	Line item	3,004.8	3,130.6	1.8	1.8	125.7	4.2	1.0	409.0	37,660	No formal educational credential	None	Short-term on-the-job training	OOH Content
Machine feeders and offbearers	53-7063	Line item	43.8	38.2	0.0	0.0	-5.6	-12.7	—	5.1	39,250	No formal educational credential	None	Short-term on-the-job training	OOH Content
Packers and packagers, hand	53-7064	Line item	641.3	614.3	0.4	0.4	-26.9	-4.2	0.6	84.5	34,830	No formal educational credential	None	Short-term on-the-job training	OOH Content
Stockers and order fillers	53-7065	Line item	2,864.7	3,033.3	1.7	1.7	168.6	5.9	0.1	485.8	36,390	High school diploma or equivalent	None	Short-term on-the-job training	OOH Content
Pumping station operators	53-7070	Summary	35.5	35.8	0.0	0.0	0.2	0.7	—	3.8	62,530	—	—	—	—
Gas compressor and gas pumping station operators	53-7071	Line item	4.5	4.5	0.0	0.0	0.1	1.2	—	0.5	61,870	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Pump operators, except wellhead pumpers	53-7072	Line item	11.7	12.3	0.0	0.0	0.6	5.0	—	1.3	54,690	High school diploma or equivalent	None	Moderate-term on-the-job training	—
Wellhead pumpers	53-7073	Line item	19.4	19.0	0.0	0.0	-0.4	-2.0	—	2.0	71,830	High school diploma or equivalent	Less than 5 years	Moderate-term on-the-job training	—
Refuse and recyclable material collectors	53-7081	Line item	148.4	151.9	0.1	0.1	3.5	2.3	4.2	18.0	45,760	No formal educational credential	None	Short-term on-the-job training	OOH Content
Tank car, truck, and ship loaders	53-7121	Line item	12.7	13.2	0.0	0.0	0.5	3.9	7.2	1.4	58,620	No formal educational credential	None	Short-term on-the-job training	—
Material moving workers, all other	53-7199	Line item	26.5	27.6	0.0	0.0	1.2	4.4	6.8	3.0	40,310	No formal educational credential	None	Short-term on-the-job training	—
Footnotes: ^[1] Data are from the Occupational Employment and Wage Statistics program, U.S. Bureau of Labor Statistics. Wage data cover non-farm wage and salary workers and do not cover the self-employed, owners and partners in unincorporated firms, or household workers. Note: Data is unavailable for values denoted with a "—". Source: Employment Projections program, U.S. Bureau of Labor Statistics

Last Modified Date: August 29, 2024