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U.S. labor market × AI exposure

BLS Occupational Employment and Wage Statistics joined to the Anthropic Economic Index. The impact zone ranks occupations by exposure and employment size. Use it to prioritize questions about the work; the index does not measure the effect of a reskilling programme or predict job losses.

155M

Total U.S. workforce

BLS OEWS M2025

756

Occupations scored

Anthropic Economic Index

17,992

Source statements with penetration score

O*NET task statements

100

Occupations shown

Top 100 by impact

Sort by

Impact zone AEI exposure Employment Median wage

AEI exposure × log(employment): exploratory ranking, not measured workforce impact

#	Occupation	SOC	Employment	Median wage	AEI exposure	Tasks
1	Customer Service Representatives 43-4051	43-4051	2,595,750	$44,770	70%	See tasks →
2	Market Research Analysts and Marketing Specialists 13-1161	13-1161	899,580	$78,760	65%	See tasks →
3	Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products 41-4012	41-4012	1,238,190	$72,080	63%	See tasks →
4	Computer Programmers 15-1251	15-1251	92,230	$100,390	75%	See tasks →
5	Medical Records Specialists 29-2072	29-2072	194,720	$51,140	67%	See tasks →
6	Data Entry Keyers 43-9021	43-9021	127,080	$41,340	67%	See tasks →
7	Financial and Investment Analysts 13-2051	13-2051	361,980	$102,740	57%	See tasks →
8	Medical Transcriptionists 31-9094	31-9094	41,550	$40,410	64%	See tasks →
9	Office Clerks, General 43-9061	43-9061	2,464,940	$45,010	45%	See tasks →
10	Secretaries and Administrative Assistants, Except Legal, Medical, and Executive 43-6014	43-6014	1,706,790	$47,540	45%	See tasks →
11	Database Architects 15-1243	15-1243	67,140	$139,500	58%	See tasks →
12	Computer User Support Specialists 15-1232	15-1232	717,190	$61,860	47%	See tasks →
13	Software Quality Assurance Analysts and Testers 15-1253	15-1253	186,740	$104,300	52%	See tasks →
14	Receptionists and Information Clerks 43-4171	43-4171	910,180	$38,010	43%	See tasks →
15	Information Security Analysts 15-1212	15-1212	190,650	$129,180	49%	See tasks →
16	Securities, Commodities, and Financial Services Sales Agents 41-3031	41-3031	489,570	$78,660	44%	See tasks →
17	Data Scientists 15-2051	15-2051	262,440	$120,230	46%	See tasks →
18	Public Relations Specialists 27-3031	27-3031	283,380	$74,750	45%	See tasks →
19	Human Resources Specialists 13-1071	13-1071	912,430	$75,940	40%	See tasks →
20	Web Developers 15-1254	15-1254	70,190	$92,650	48%	See tasks →
21	Financial Managers 11-3031	11-3031	841,710	$166,570	39%	See tasks →
22	Technical Writers 27-3042	27-3042	45,500	$90,390	47%	See tasks →
23	Medical Secretaries and Administrative Assistants 43-6013	43-6013	961,610	$45,930	36%	See tasks →
24	Operations Research Analysts 15-2031	15-2031	108,510	$88,940	43%	See tasks →
25	Accountants and Auditors 13-2011	13-2011	1,449,500	$83,680	35%	See tasks →
26	Tutors 25-3041	25-3041	175,070	$43,350	41%	See tasks →
27	Retail Salespersons 41-2031	41-2031	3,897,860	$35,410	32%	See tasks →
28	Interpreters and Translators 27-3091	27-3091	52,060	$60,170	43%	See tasks →
29	Mathematical Science Teachers, Postsecondary 25-1022	25-1022	47,670	$79,940	43%	See tasks →
30	Human Resources Assistants, Except Payroll and Timekeeping 43-4161	43-4161	90,220	$50,610	40%	See tasks →
31	Interviewers, Except Eligibility and Loan 43-4111	43-4111	148,060	$45,920	39%	See tasks →
32	Social Science Research Assistants 19-4061	19-4061	30,640	$61,990	44%	See tasks →
33	Graphic Designers 27-1024	27-1024	197,830	$62,960	37%	See tasks →
34	Travel Agents 41-3041	41-3041	55,110	$50,160	41%	See tasks →
35	Bookkeeping, Accounting, and Auditing Clerks 43-3031	43-3031	1,373,680	$50,670	31%	See tasks →
36	Personal Financial Advisors 13-2052	13-2052	266,800	$105,070	35%	See tasks →
37	Statistical Assistants 43-9111	43-9111	4,710	$50,330	51%	See tasks →
38	Network and Computer Systems Administrators 15-1244	15-1244	314,340	$99,130	34%	See tasks →
39	Insurance Sales Agents 41-3021	41-3021	479,100	$62,280	32%	See tasks →
40	Software Developers 15-1252	15-1252	1,687,890	$135,980	29%	See tasks →
41	Marketing Managers 11-2021	11-2021	395,240	$166,790	32%	See tasks →
42	Training and Development Managers 11-3131	11-3131	48,050	$133,000	38%	See tasks →
43	Switchboard Operators, Including Answering Service 43-2011	43-2011	34,280	$38,630	39%	See tasks →
44	Computer Occupations, All Other 15-1299	15-1299	435,370	$116,580	31%	See tasks →
45	Secondary School Teachers, Except Special and Career/Technical Education 25-2031	25-2031	1,065,210	$72,040	29%	See tasks →
46	English Language and Literature Teachers, Postsecondary 25-1123	25-1123	57,720	$78,760	36%	See tasks →
47	Middle School Teachers, Except Special and Career/Technical Education 25-2022	25-2022	620,090	$64,370	30%	See tasks →
48	Mathematical Science Occupations, All Other 15-2099	15-2099	3,720	$81,490	48%	See tasks →
49	Political Scientists 19-3094	19-3094	5,540	$142,080	45%	See tasks →
50	Survey Researchers 19-3022	19-3022	8,290	$69,460	43%	See tasks →
51	Curators 25-4012	25-4012	12,150	$63,420	41%	See tasks →
52	Engineering Teachers, Postsecondary 25-1032	25-1032	40,270	$109,270	36%	See tasks →
53	Paralegals and Legal Assistants 23-2011	23-2011	392,880	$62,890	29%	See tasks →
54	Desktop Publishers 43-9031	43-9031	3,350	$55,290	46%	See tasks →
55	Instructional Coordinators 25-9031	25-9031	227,760	$77,440	30%	See tasks →
56	Health Specialties Teachers, Postsecondary 25-1071	25-1071	221,270	$107,310	30%	See tasks →
57	Database Administrators 15-1242	15-1242	69,990	$104,620	33%	See tasks →
58	First-Line Supervisors of Retail Sales Workers 41-1011	41-1011	1,121,800	$48,520	26%	See tasks →
59	Training and Development Specialists 13-1151	13-1151	458,300	$69,280	28%	See tasks →
60	Computer Systems Analysts 15-1211	15-1211	519,530	$105,850	28%	See tasks →
61	Computer and Information Research Scientists 15-1221	15-1221	37,200	$140,300	34%	See tasks →
62	Bill and Account Collectors 43-3011	43-3011	158,830	$47,030	30%	See tasks →
63	Special Effects Artists and Animators 27-1014	27-1014	19,970	$102,030	36%	See tasks →
64	Sales Engineers 41-9031	41-9031	51,790	$124,900	32%	See tasks →
65	Business Teachers, Postsecondary 25-1011	25-1011	82,150	$99,080	31%	See tasks →
66	Chemical Technicians 19-4031	19-4031	57,540	$60,390	31%	See tasks →
67	Real Estate Sales Agents 41-9022	41-9022	193,370	$52,830	28%	See tasks →
68	Psychology Teachers, Postsecondary 25-1066	25-1066	41,530	$80,340	32%	See tasks →
69	Computer Network Support Specialists 15-1231	15-1231	146,190	$76,220	29%	See tasks →
70	Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products 41-4011	41-4011	284,800	$104,920	27%	See tasks →
71	Management Analysts 13-1111	13-1111	898,280	$101,860	24%	See tasks →
72	Fine Artists, Including Painters, Sculptors, and Illustrators 27-1013	27-1013	11,220	$55,490	36%	See tasks →
73	Court Reporters and Simultaneous Captioners 27-3092	27-3092	12,870	$72,420	34%	See tasks →
74	Health Information Technologists and Medical Registrars 29-9021	29-9021	38,100	$68,020	31%	See tasks →
75	Mathematicians 15-2021	15-2021	2,030	$126,710	42%	See tasks →
76	Biological Science Teachers, Postsecondary 25-1042	25-1042	50,190	$84,620	29%	See tasks →
77	Judges, Magistrate Judges, and Magistrates 23-1023	23-1023	24,030	$153,990	31%	See tasks →
78	Telemarketers 41-9041	41-9041	58,430	$35,450	29%	See tasks →
79	Executive Secretaries and Executive Administrative Assistants 43-6011	43-6011	459,910	$76,590	23%	See tasks →
80	Sociologists 19-3041	19-3041	2,260	$106,030	38%	See tasks →
81	Chemists 19-2031	19-2031	82,770	$91,240	26%	See tasks →
82	Administrative Law Judges, Adjudicators, and Hearing Officers 23-1021	23-1021	16,370	$117,860	30%	See tasks →
83	Astronomers 19-2011	19-2011	2,120	$128,820	38%	See tasks →
84	Financial Risk Specialists 13-2054	13-2054	63,850	$117,330	26%	See tasks →
85	Web and Digital Interface Designers 15-1255	15-1255	113,330	$104,000	25%	See tasks →
86	Education Teachers, Postsecondary 25-1081	25-1081	60,830	$75,350	26%	See tasks →
87	Reservation and Transportation Ticket Agents and Travel Clerks 43-4181	43-4181	118,710	$44,390	25%	See tasks →
88	First-Line Supervisors of Non-Retail Sales Workers 41-1012	41-1012	214,390	$87,520	23%	See tasks →
89	Editors 27-3041	27-3041	91,690	$77,920	25%	See tasks →
90	Real Estate Brokers 41-9021	41-9021	46,100	$73,220	26%	See tasks →
91	Dispatchers, Except Police, Fire, and Ambulance 43-5032	43-5032	202,810	$50,340	23%	See tasks →
92	Physicists 19-2012	19-2012	20,430	$172,250	27%	See tasks →
93	Biological Scientists, All Other 19-1029	19-1029	55,850	$98,920	25%	See tasks →
94	Procurement Clerks 43-3061	43-3061	55,810	$50,580	24%	See tasks →
95	Writers and Authors 27-3043	27-3043	47,940	$76,910	25%	See tasks →
96	Counter and Rental Clerks 41-2021	41-2021	400,810	$41,300	20%	See tasks →
97	First-Line Supervisors of Office and Administrative Support Workers 43-1011	43-1011	1,436,680	$69,500	19%	See tasks →
98	Public Relations Managers 11-2032	11-2032	74,850	$146,910	23%	See tasks →
99	Financial Specialists, All Other 13-2099	13-2099	132,130	$81,100	22%	See tasks →
100	Business Operations Specialists, All Other 13-1199	13-1199	1,087,090	$83,050	18%	See tasks →