Appendix table 2. OES-based employment and mean wage estimates, by four-digit NAICS and suitable for telework
NAICS code	Industry name	All occupations		Able to telework (Dingel and Neiman rules ^[1])			Able to telework (DFLP rules ^[1])
NAICS code	Industry name	Employment	Average wage	Employment level	Employment share (in percent)	Average wage	Employment level	Employment share (in percent)	Average wage
1133	Logging	48,394	$21.73	4,714	9.7	$22.27	4,753	9.8	$22.32
1151	Support activities for crop production	351,309	15.08	18,019	5.1	27.76	18,722	5.3	27.53
1152	Support activities for animal production	31,018	18.94	5,380	17.3	28.41	4,730	15.2	30.03
2111	Oil and gas extraction	141,321	46.32	82,485	58.4	54.99	91,571	64.8	54.17
2121	Coal mining	50,768	29.51	3,623	7.1	39.92	5,152	10.1	39.19
2122	Metal ore mining	41,920	30.80	5,092	12.1	40.16	7,704	18.4	40.44
2123	Nonmetallic mineral mining and quarrying	101,098	24.61	14,045	13.9	31.69	15,116	15.0	32.12
2131	Support activities for mining	349,278	28.11	70,760	20.3	41.27	81,112	23.2	40.55
2211	Electric power generation, transmission, and distribution	384,462	40.38	150,208	39.1	43.38	178,150	46.3	43.62
2212	Natural gas distribution	109,428	40.75	50,221	45.9	44.80	55,471	50.7	44.71
2213	Water, sewage, and other systems	53,211	26.28	16,308	30.6	30.16	17,099	32.1	30.26
2361	Residential building construction	809,692	26.83	212,707	26.3	31.45	231,104	28.5	31.25
2362	Nonresidential building construction	834,183	32.41	206,592	24.8	39.02	220,538	26.4	38.74
2371	Utility system construction	570,958	27.76	79,766	14.0	35.58	85,846	15.0	35.43
2372	Land subdivision	38,052	33.68	18,915	49.7	40.77	21,141	55.6	39.66
2373	Highway, street, and bridge construction	351,920	28.19	46,634	13.3	37.52	48,943	13.9	37.25
2379	Other heavy and civil engineering construction	122,929	28.95	22,122	18.0	37.78	23,961	19.5	37.59
2381	Foundation, structure, and building exterior contractors	936,598	24.99	132,147	14.1	30.34	136,939	14.6	30.11
2382	Building equipment contractors	2,228,396	28.14	431,451	19.4	31.61	453,511	20.4	31.45
2383	Building finishing contractors	840,077	24.67	132,154	15.7	29.98	136,807	16.3	29.63
2389	Other specialty trade contractors	710,134	25.00	109,483	15.4	30.97	112,897	15.9	30.80
3111	Animal food manufacturing	63,563	21.59	10,264	16.1	32.01	11,396	17.9	32.00
3112	Grain and oilseed milling	60,588	24.62	8,612	14.2	38.28	11,953	19.7	37.84
3113	Sugar and confectionery product manufacturing	77,588	20.87	8,989	11.6	38.31	10,612	13.7	37.51
3114	Fruit and vegetable preserving and specialty food manufacturing	168,466	20.54	17,100	10.2	36.64	20,695	12.3	35.53
3115	Dairy product manufacturing	151,006	22.33	17,465	11.6	37.32	21,884	14.5	36.14
3116	Animal slaughtering and processing	527,457	16.81	26,820	5.1	31.41	34,021	6.4	29.92
3117	Seafood product preparation and packaging	31,667	18.15	3,175	10.0	34.47	3,608	11.4	35.80
3118	Bakeries and tortilla manufacturing	314,462	17.58	24,460	7.8	32.66	28,051	8.9	32.30
3119	Other food manufacturing	224,947	21.69	29,265	13.0	38.77	36,659	16.3	37.49
3121	Beverage manufacturing	271,494	22.30	37,665	13.9	36.19	41,507	15.3	35.98
3122	Tobacco manufacturing	10,618	28.95	1,640	15.4	43.54	1,927	18.1	43.30
3131	Fiber, yarn, and thread mills	27,825	17.07	1,673	6.0	27.90	2,120	7.6	27.73
3132	Fabric mills	52,043	20.18	5,566	10.7	36.12	7,039	13.5	35.52
3133	Textile and fabric finishing and fabric coating mills	28,932	21.40	5,826	20.1	31.93	6,700	23.2	31.77
3141	Textile furnishings mills	50,231	18.15	5,984	11.9	28.81	7,141	14.2	28.61
3149	Other textile product mills	64,859	18.31	11,410	17.6	27.65	12,100	18.7	27.63
3151	Apparel knitting mills	9,469	16.74	1,073	11.3	34.23	1,181	12.5	31.22
3152	Cut and sew apparel manufacturing	90,252	20.02	20,365	22.6	35.31	19,640	21.8	33.32
3159	Apparel accessories and other apparel manufacturing	11,580	18.03	2,122	18.3	32.25	2,177	18.8	31.82
3161	Leather and hide tanning and finishing	2,945	18.74	286	9.7	29.24	300	10.2	29.12
3162	Footwear manufacturing	12,525	18.73	1,648	13.2	32.51	1,776	14.2	31.06
3169	Other leather and allied product manufacturing	11,256	18.82	2,037	18.1	31.65	2,131	18.9	32.00
3211	Sawmills and wood preservation	91,397	19.43	8,427	9.2	32.10	9,012	9.9	31.74
3212	Veneer, plywood, and engineered wood product manufacturing	82,086	20.26	8,962	10.9	31.21	10,353	12.6	31.08
3219	Other wood product manufacturing	232,616	18.81	27,084	11.6	30.29	29,761	12.8	29.91
3221	Pulp, paper, and paperboard mills	92,494	28.41	9,799	10.6	41.10	14,263	15.4	40.67
3222	Converted paper product manufacturing	271,489	23.39	42,083	15.5	35.50	49,562	18.3	35.08
3231	Printing and related support activities	429,730	22.19	141,134	32.8	27.32	142,265	33.1	27.49
3241	Petroleum and coal products manufacturing	112,199	36.70	23,139	20.6	47.78	30,509	27.2	47.84
3250A1	Chemical manufacturing (3251, 3252, 3253, and 3259 only)	364,114	32.19	68,604	18.8	44.41	101,876	28.0	44.88
3250A2	Chemical manufacturing (3255 and 3256 only)	174,793	26.76	37,760	21.6	41.19	44,274	25.3	40.10
3254	Pharmaceutical and medicine manufacturing	297,245	36.68	112,667	37.9	51.59	140,862	47.4	48.83
3261	Plastics product manufacturing	594,080	21.78	76,931	12.9	36.97	100,588	16.9	36.48
3262	Rubber product manufacturing	136,396	22.91	13,948	10.2	36.70	19,313	14.2	36.11
3270	Nonmetallic mineral product manufacturing	419,202	23.15	61,602	14.7	33.04	71,085	17.0	33.11
3311	Iron and steel mills and ferroalloy manufacturing	85,671	25.84	8,443	9.9	38.91	14,184	16.6	36.77
3312	Steel product manufacturing from purchased steel	57,824	24.14	6,981	12.1	40.39	9,596	16.6	38.53
3313	Alumina and aluminum production and processing	60,201	23.40	6,125	10.2	37.53	8,648	14.4	36.65
3314	Nonferrous metal (except aluminum) production and processing	62,259	27.00	8,962	14.4	41.66	12,644	20.3	40.01
3315	Foundries	119,958	22.90	11,263	9.4	37.58	17,019	14.2	36.19
3320A1	Fabricated metal product manufacturing (3321, 3322, 3325, 3326, and 3329 only)	484,950	24.32	78,540	16.2	37.88	105,251	21.7	36.99
3320A2	Fabricated metal product manufacturing (3323 and 3324 only)	491,219	23.83	84,285	17.2	34.65	101,326	20.6	34.22
3327	Machine shops; turned product; and screw, nut, and bolt manufacturing	366,649	24.14	55,543	15.1	34.66	67,451	18.4	34.36
3328	Coating, engraving, heat treating, and allied activities	141,084	21.57	18,880	13.4	35.38	21,976	15.6	34.74
3330A1	Machinery manufacturing (3331, 3332, 3334, and 3339 only)	752,225	27.65	167,016	22.2	41.62	235,458	31.3	40.33
3333	Commercial and service industry machinery manufacturing	92,500	30.58	30,317	32.8	43.66	38,118	41.2	42.35
3335	Metalworking machinery manufacturing	179,940	25.90	30,517	17.0	36.49	42,522	23.6	35.77
3336	Engine, turbine, and power transmission equipment manufacturing	97,600	31.52	24,937	25.5	46.33	38,967	39.9	44.16
3341	Computer and peripheral equipment manufacturing	158,717	49.02	119,788	75.5	55.58	132,067	83.2	54.31
3342	Communications equipment manufacturing	81,789	40.21	45,360	55.5	51.74	53,199	65.0	49.51
3343	Audio and video equipment manufacturing	19,462	36.67	10,000	51.4	49.37	11,168	57.4	48.49
3344	Semiconductor and other electronic component manufacturing	362,449	35.84	137,229	37.9	53.43	182,005	50.2	50.01
3345	Navigational, measuring, electromedical, and control instruments manufacturing	455,797	40.20	229,921	50.4	52.40	287,170	63.0	50.02
3346	Manufacturing and reproducing magnetic and optical media	11,876	32.20	5,491	46.2	44.03	5,928	49.9	43.38
3351	Electric lighting equipment manufacturing	45,732	27.43	14,556	31.8	40.60	16,807	36.8	39.70
3352	Household appliance manufacturing	60,027	24.45	14,078	23.5	34.80	18,606	31.0	35.09
3353	Electrical equipment manufacturing	141,470	27.78	37,112	26.2	41.88	49,983	35.3	40.12
3359	Other electrical equipment and component manufacturing	147,112	27.29	33,968	23.1	45.75	44,837	30.5	43.34
3361	Motor vehicle manufacturing	234,205	27.18	16,496	7.0	44.06	28,850	12.3	43.00
3362	Motor vehicle body and trailer manufacturing	164,324	21.61	17,082	10.4	33.21	21,916	13.3	32.60
3363	Motor vehicle parts manufacturing	602,799	23.42	60,707	10.1	38.54	102,653	17.0	37.94
3364	Aerospace product and parts manufacturing	520,948	41.04	211,791	40.7	53.58	276,117	53.0	51.44
3365	Railroad rolling stock manufacturing	23,223	25.87	3,650	15.7	40.35	5,675	24.4	38.36
3366	Ship and boat building	140,771	27.92	21,997	15.6	38.66	36,597	26.0	39.42
3369	Other transportation equipment manufacturing	34,219	26.36	6,327	18.5	39.74	9,532	27.9	38.73
3370A1	Furniture and related product manufacturing (3371 and 3372 only)	353,818	20.76	56,701	16.0	31.55	65,361	18.5	31.03
3379	Other furniture related product manufacturing	33,988	19.91	4,925	14.5	33.92	5,409	15.9	33.56
3391	Medical equipment and supplies manufacturing	318,540	28.22	87,529	27.5	42.74	110,696	34.8	41.71
3399	Other miscellaneous manufacturing	291,610	23.93	78,270	26.8	34.13	86,864	29.8	33.87
4230A1	Merchant wholesalers, durable goods (4232, 4233, 4235, 4236, 4237, and 4239 only)	1,429,511	27.63	518,484	36.3	36.50	548,591	38.4	35.84
4231	Motor vehicle and motor vehicle parts and supplies merchant wholesalers	353,264	24.36	96,740	27.4	33.73	106,761	30.2	33.12
4234	Professional and commercial equipment and supplies merchant wholesalers	673,964	34.74	425,225	63.1	40.85	437,056	64.8	40.64
4238	Machinery, equipment, and supplies merchant wholesalers	712,649	28.65	236,997	33.3	35.46	260,688	36.6	34.91
4240A1	Merchant wholesalers, nondurable goods (4244 and 4248 only)	987,570	24.31	237,123	24.0	35.56	243,120	24.6	35.37
4240A2	Merchant wholesalers, nondurable goods (4242 and 4246 only)	381,070	33.31	179,619	47.1	41.93	188,951	49.6	41.74
4240A3	Merchant wholesalers, nondurable goods (4241, 4247, and 4249 only)	562,611	25.29	197,488	35.1	32.86	200,295	35.6	32.89
4243	Apparel, piece goods, and notions merchant wholesalers	150,378	28.65	69,528	46.2	37.61	65,879	43.8	36.03
4245	Farm product raw material merchant wholesalers	69,935	21.08	20,212	28.9	29.23	20,546	29.4	29.16
4251	Wholesale electronic markets and agents and brokers	527,556	33.76	236,933	44.9	39.52	245,061	46.5	39.28
4411	Automobile dealers	1,295,717	23.33	291,787	22.5	32.54	350,921	27.1	30.20
4412	Other motor vehicle dealers	161,930	21.18	33,624	20.8	27.97	38,418	23.7	26.54
4413	Automotive parts, accessories, and tire stores	560,560	17.31	59,933	10.7	27.78	69,762	12.4	26.35
4421	Furniture stores	221,882	19.17	51,287	23.1	25.00	52,942	23.9	24.70
4422	Home furnishings stores	254,898	17.92	38,161	15.0	27.09	38,782	15.2	26.96
4431	Electronics and appliance stores	476,246	19.20	175,496	36.8	24.24	176,977	37.2	24.20
4441	Building material and supplies dealers	1,146,542	17.24	195,084	17.0	23.50	204,468	17.8	23.18
4442	Lawn and garden equipment and supplies stores	165,124	16.63	23,544	14.3	24.61	24,083	14.6	24.43
4450A1	Food and beverage stores (4451 and 4452 only)	2,911,250	14.74	293,009	10.1	20.66	292,515	10.0	20.64
4453	Beer, wine, and liquor stores	162,107	14.65	11,605	7.2	28.33	11,727	7.2	28.22
4461	Health and personal care stores	1,059,824	22.40	118,479	11.2	27.41	135,915	12.8	26.76
4471	Gasoline stations	933,646	12.77	46,627	5.0	24.41	48,795	5.2	23.98
4481	Clothing stores	1,030,159	14.96	56,187	5.5	31.48	56,088	5.4	31.49
4482	Shoe stores	203,763	14.61	12,010	5.9	29.65	12,213	6.0	29.57
4483	Jewelry, luggage, and leather goods stores	133,109	19.43	19,202	14.4	31.24	19,708	14.8	30.94
4511	Sporting goods, hobby, and musical instrument stores	486,037	14.90	59,334	12.2	23.50	50,718	10.4	24.47
4512	Book stores and news dealers	76,971	14.18	7,620	9.9	26.06	7,709	10.0	26.02
4520	General merchandise stores	3,129,542	14.31	268,601	8.6	21.06	267,030	8.5	20.95
4530A1	Miscellaneous store retailers (4532 and 4533 only)	426,593	14.96	49,828	11.7	25.83	51,413	12.1	25.51
4531	Florists	61,773	14.55	33,554	54.3	15.50	6,091	9.9	21.58
4539	Other miscellaneous store retailers	361,408	16.76	60,509	16.7	27.40	58,694	16.2	27.37
4541	Electronic shopping and mail-order houses	389,041	25.42	227,852	58.6	29.98	230,374	59.2	29.80
4542	Vending machine operators	39,895	18.98	17,636	44.2	21.28	8,338	20.9	26.45
4543	Direct selling establishments	134,427	22.88	48,353	36.0	27.56	50,778	37.8	27.07
4811	Scheduled air transportation	453,126	38.03	66,805	14.7	32.26	69,901	15.4	32.22
4812	Nonscheduled air transportation	45,701	38.06	13,282	29.1	38.64	14,082	30.8	38.11
4821	Rail transportation	233,835	32.93	45,170	19.3	40.28	48,128	20.6	40.14
4831	Deep sea, coastal, and great lakes water transportation	38,731	29.09	10,702	27.6	37.69	11,243	29.0	37.73
4832	Inland water transportation	26,830	32.46	3,715	13.8	41.87	3,940	14.7	41.76
4840	Truck transportation	1,521,591	22.99	296,762	19.5	27.49	304,010	20.0	27.50
4851	Urban transit systems	48,304	21.51	6,626	13.7	28.26	6,918	14.3	28.21
4852	Interurban and rural bus transportation	17,443	20.24	2,296	13.2	24.63	2,382	13.7	24.58
4853	Taxi and limousine service	75,378	17.16	18,593	24.7	22.48	19,164	25.4	22.35
4854	School and employee bus transportation	218,876	18.33	37,604	17.2	19.19	37,915	17.3	19.26
4855	Charter bus industry	28,854	18.76	4,710	16.3	25.76	4,962	17.2	25.64
4859	Other transit and ground passenger transportation	112,773	17.21	22,500	20.0	22.93	23,418	20.8	22.76
4861	Pipeline transportation of crude oil	11,797	38.86	4,017	34.0	49.44	4,950	42.0	48.31
4862	Pipeline transportation of natural gas	29,833	35.82	8,382	28.1	44.38	9,779	32.8	43.87
4869	Other pipeline transportation	8,339	39.30	2,727	32.7	49.57	3,201	38.4	48.37
4871	Scenic and sightseeing transportation, land	14,161	19.72	3,159	22.3	28.01	3,231	22.8	27.41
4872	Scenic and sightseeing transportation, water	16,998	19.89	3,020	17.8	26.71	2,882	17.0	27.30
4879	Scenic and sightseeing transportation, other	2,968	27.58	732	24.7	31.14	744	25.1	30.92
4881	Support activities for air transportation	228,558	23.95	55,979	24.5	28.85	60,651	26.5	29.08
4882	Support activities for rail transportation	35,985	23.25	5,758	16.0	32.73	6,117	17.0	32.62
4883	Support activities for water transportation	95,639	29.76	16,323	17.1	36.26	17,584	18.4	35.58
4884	Support activities for road transportation	105,226	20.15	27,602	26.2	23.04	28,365	27.0	22.98
4885	Freight transportation arrangement	235,184	27.47	172,101	73.2	30.11	175,737	74.7	30.03
4889	Other support activities for transportation	32,999	19.43	8,948	27.1	27.02	9,148	27.7	26.98
4911	Postal service (federal government)	631,573	26.23	53,186	8.4	36.64	65,485	10.4	35.71
4921	Couriers and express delivery services	700,919	21.50	101,775	14.5	28.45	97,561	13.9	30.11
4922	Local messengers and local delivery	95,740	19.34	29,052	30.3	21.77	16,043	16.8	26.95
4931	Warehousing and storage	1,214,226	19.89	200,334	16.5	30.10	214,820	17.7	29.78
5111	Newspaper, periodical, book, and directory publishers	304,619	30.51	225,329	74.0	33.06	245,689	80.7	32.48
5112	Software publishers	431,779	52.08	416,401	96.4	52.73	415,649	96.3	52.69
5121	Motion picture and video industries	428,902	30.30	203,131	47.4	42.81	160,348	37.4	44.40
5122	Sound recording industries	18,577	36.22	13,377	72.0	37.92	12,878	69.3	38.46
5151	Radio and television broadcasting	214,985	32.32	149,411	69.5	35.06	192,439	89.5	33.06
5152	Cable and other subscription programming	53,183	38.10	41,316	77.7	40.70	42,290	79.5	40.41
5170	Telecommunications	718,332	35.47	440,546	61.3	39.36	453,278	63.1	39.05
5182	Data processing, hosting, and related services	336,156	41.98	322,320	95.9	42.57	318,715	94.8	43.05
5191	Other information services	324,545	44.87	286,628	88.3	47.33	301,602	92.9	46.46
5211	Monetary authorities-central bank	19,080	50.51	16,717	87.6	53.93	16,817	88.1	53.91
5220A1	Credit intermediation and related activities (5221 and 5223 only)	2,045,409	31.24	1,486,642	72.7	36.70	1,600,181	78.2	35.64
5222	Nondepository credit intermediation	569,574	32.65	449,323	78.9	36.32	526,611	92.5	34.00
5230	Securities, commodity contracts, and other financial investments and related activities	940,625	53.82	911,979	97.0	54.63	926,459	98.5	54.31
5241	Insurance carriers	1,197,709	36.47	1,102,939	92.1	36.83	1,127,556	94.1	36.76
5242	Agencies, brokerages, and other insurance related activities	1,184,517	31.66	1,126,337	95.1	31.91	1,150,664	97.1	31.73
5251	Insurance and employee benefit funds	6,106	38.38	5,724	93.7	38.89	5,942	97.3	38.68
5259	Other investment pools and funds	9,590	46.50	8,606	89.7	48.59	8,832	92.1	48.14
5310	Real estate	1,666,528	25.36	779,833	46.8	31.49	1,051,296	63.1	28.97
5320A1	Rental and leasing services (5322, 5323, and 5324 only)	347,407	22.95	117,466	33.8	30.20	147,313	42.4	26.52
5321	Automotive equipment rental and leasing	223,844	20.03	56,492	25.2	29.00	117,746	52.6	21.89
5331	Lessors of nonfinancial intangible assets (except copyrighted works)	22,097	40.44	19,474	88.1	42.42	20,145	91.2	41.98
5411	Legal services	1,145,943	42.87	1,098,179	95.8	43.87	1,129,203	98.5	43.23
5412	Accounting, tax preparation, bookkeeping, and payroll services	978,203	36.03	930,108	95.1	36.81	946,235	96.7	36.54
5413	Architectural, engineering, and related services	1,497,803	39.78	1,076,072	71.8	42.50	1,242,591	83.0	42.17
5414	Specialized design services	144,984	32.43	116,331	80.2	34.76	112,866	77.8	34.26
5415	Computer systems design and related services	2,173,696	47.47	2,081,564	95.8	48.23	2,104,429	96.8	48.09
5416	Management, scientific, and technical consulting services	1,491,515	40.40	1,268,288	85.0	42.91	1,335,314	89.5	42.32
5417	Scientific research and development services	707,168	49.74	497,385	70.3	54.80	617,876	87.4	52.35
5418	Advertising, public relations, and related services	490,211	36.48	326,998	66.7	43.18	361,387	73.7	41.72
5419	Other professional, scientific, and technical services	750,465	26.48	284,386	37.9	33.50	374,960	50.0	29.89
5511	Management of companies and enterprises	2,463,874	41.84	1,998,106	81.1	44.80	2,118,126	86.0	44.22
5611	Office administrative services	498,303	32.20	413,683	83.0	34.00	438,619	88.0	33.42
5612	Facilities support services	164,572	21.28	33,256	20.2	30.72	35,000	21.3	31.41
5613	Employment services	3,680,320	20.42	1,118,678	30.4	29.47	1,184,717	32.2	29.53
5614	Business support services	891,892	20.13	750,217	84.1	20.88	818,509	91.8	20.25
5615	Travel arrangement and reservation services	214,765	26.42	104,825	48.8	33.28	168,215	78.3	28.73
5616	Investigation and security services	957,207	17.95	135,074	14.1	28.18	138,761	14.5	28.04
5617	Services to buildings and dwellings	2,191,756	16.63	225,499	10.3	27.30	230,495	10.5	27.14
5619	Other support services	328,917	21.78	100,072	30.4	31.23	111,529	33.9	30.59
5621	Waste collection	186,291	21.91	38,557	20.7	28.84	39,457	21.2	28.80
5622	Waste treatment and disposal	100,093	27.32	25,427	25.4	35.36	29,449	29.4	36.34
5629	Remediation and other waste management services	158,827	24.91	39,895	25.1	32.84	44,317	27.9	32.45
6111	Elementary and secondary schools	8,605,287	25.40	7,003,602	81.4	27.05	1,943,201	22.6	24.14
6112	Junior colleges	712,888	31.66	616,794	86.5	33.28	537,612	75.4	34.00
6113	Colleges, universities, and professional schools	3,088,915	34.13	2,454,139	79.4	36.32	2,412,596	78.1	36.61
6114	Business schools and computer and management training	71,869	34.18	65,322	90.9	35.06	61,344	85.4	35.42
6115	Technical and trade schools	135,677	28.43	111,552	82.2	29.21	65,756	48.5	29.92
6116	Other schools and instruction	464,154	21.62	388,907	83.8	22.21	185,066	39.9	23.52
6117	Educational support services	196,426	29.72	163,484	83.2	31.12	147,680	75.2	32.49
6211	Offices of physicians	2,647,945	38.36	793,634	30.0	25.24	1,729,319	65.3	35.15
6212	Offices of dentists	965,702	32.15	214,545	22.2	22.26	302,680	31.3	21.01
6213	Offices of other health practitioners	955,820	27.97	312,418	32.7	26.68	493,329	51.6	24.37
6214	Outpatient care centers	954,009	32.15	318,042	33.3	30.52	567,231	59.5	29.36
6215	Medical and diagnostic laboratories	276,977	29.22	107,038	38.6	30.36	114,579	41.4	35.88
6216	Home health care services	1,498,619	19.58	176,599	11.8	28.95	214,871	14.3	29.09
6219	Other ambulatory health care services	309,787	22.98	73,250	23.6	30.56	87,974	28.4	30.32
6221	General medical and surgical hospitals	5,582,663	32.52	1,179,103	21.1	32.21	1,638,949	29.4	34.85
6222	Psychiatric and substance abuse hospitals	247,041	26.65	52,277	21.2	34.84	89,832	36.4	31.43
6223	Specialty (except psychiatric and substance abuse) hospitals	265,237	33.52	61,094	23.0	34.84	81,947	30.9	38.21
6231	Nursing care facilities (skilled nursing facilities)	1,603,805	19.68	183,439	11.4	26.81	191,204	11.9	28.05
6232	Residential intellectual and developmental disability, mental health, and substance abuse facilities	637,807	17.11	140,339	22.0	23.52	210,600	33.0	22.08
6233	Continuing care retirement communities and assisted living facilities for the elderly	946,649	16.47	115,105	12.2	25.48	124,341	13.1	24.66
6239	Other residential care facilities	162,833	18.05	52,301	32.1	22.29	79,070	48.6	21.00
6241	Individual and family services	2,539,069	16.70	465,985	18.4	24.82	741,670	29.2	23.60
6242	Community food and housing, and emergency and other relief services	181,843	21.17	72,803	40.0	26.17	125,602	69.1	23.27
6243	Vocational rehabilitation services	325,461	17.20	125,668	38.6	22.04	142,810	43.9	21.56
6244	Child day care services	924,167	14.67	229,739	24.9	16.25	121,875	13.2	22.41
7111	Performing arts companies	133,589	28.29	53,002	39.7	29.86	41,559	31.1	30.51
7112	Spectator sports	146,977	23.74	55,981	38.1	34.85	38,846	26.4	33.01
7113	Promoters of performing arts, sports, and similar events	157,004	21.37	50,744	32.3	30.47	46,026	29.3	31.19
7114	Agents and managers for artists, athletes, entertainers, and other public figures	28,918	37.90	25,530	88.3	40.19	27,114	93.8	39.05
7115	Independent artists, writers, and performers	53,322	32.87	34,771	65.2	36.74	27,730	52.0	39.16
7121	Museums, historical sites, and similar institutions	170,876	21.48	74,036	43.3	28.36	68,033	39.8	29.17
7131	Amusement parks and arcades	217,155	15.24	36,473	16.8	24.41	28,307	13.0	26.77
7132	Gambling industries	226,581	16.44	36,450	16.1	24.24	28,349	12.5	26.61
7139	Other amusement and recreation industries	1,349,717	17.00	296,067	21.9	22.58	230,361	17.1	22.04
7211	Traveler accommodation	2,053,406	16.32	220,995	10.8	27.50	248,134	12.1	28.22
7212	RV (recreational vehicle) parks and recreational camps	59,123	16.37	21,204	35.9	20.06	15,376	26.0	23.17
7213	Rooming and boarding houses	11,681	15.31	2,463	21.1	19.65	2,923	25.0	19.92
7223	Special food services	734,392	15.28	39,677	5.4	28.59	48,679	6.6	28.22
7224	Drinking places (alcoholic beverages)	398,006	13.69	15,292	3.8	25.73	14,980	3.8	25.69
7225	Restaurants and other eating places	10,816,681	12.91	165,854	1.5	28.73	169,369	1.6	28.52
8111	Automotive repair and maintenance	940,771	19.85	175,097	18.6	24.64	197,022	20.9	23.92
8112	Electronic and precision equipment repair and maintenance	103,263	25.95	38,642	37.4	32.17	42,081	40.8	31.96
8113	Commercial and industrial machinery and equipment (except automotive and electronic) repair and maintenance	214,811	25.51	49,847	23.2	30.36	53,448	24.9	30.55
8114	Personal and household goods repair and maintenance	79,366	19.66	15,837	20.0	22.20	17,265	21.8	21.68
8121	Personal care services	731,884	16.03	60,211	8.2	22.75	118,265	16.2	16.26
8122	Death care services	136,910	21.40	32,115	23.5	21.49	34,401	25.1	20.82
8123	Drycleaning and laundry services	293,763	15.41	34,431	11.7	26.23	68,936	23.5	19.37
8129	Other personal services	356,915	16.39	73,358	20.6	25.20	77,522	21.7	25.07
8131	Religious organizations	201,210	22.52	130,674	64.9	24.13	121,321	60.3	24.26
8132	Grantmaking and giving services	143,664	35.26	100,509	70.0	39.49	125,411	87.3	37.52
8133	Social advocacy organizations	222,592	27.83	130,242	58.5	33.83	159,160	71.5	31.78
8134	Civic and social organizations	386,410	17.02	155,271	40.2	21.04	105,984	27.4	24.42
8139	Business, professional, labor, political, and similar organizations	438,170	33.31	334,990	76.5	37.39	353,220	80.6	36.84
9991	Federal executive branch (OES designation)	2,008,644	40.83	1,187,163	59.1	44.31	1,399,768	69.7	44.37
9992	State government, excluding schools and hospitals (OES designation)	2,175,638	28.45	1,040,999	47.8	30.99	1,290,893	59.3	30.24
9993	Local government, excluding schools and hospitals (OES designation)	5,541,070	27.01	1,792,655	32.4	29.53	2,031,464	36.7	30.01
^[1] As discussed in the main text, our revised classification or DFLP modifies that originally developed by Jonathan I. Dingel and Brent Neiman (“How many jobs can be done at home?” Journal of Public Economics, vol. 189, no. 2, September 2020). Note: DFLP = Dey, Frazis, Loewenstein, and Piccone; NAICS = North American Industry Classification System; and OES = Occupational Employment Statistics. Source: U.S Bureau of Labor Statistics, May 2019 OES survey.