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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 shows where high AI exposure meets high employment — the workforces where reskilling moves the most people.

155M

Total U.S. workforce

BLS OEWS M2025

756

Occupations scored

Anthropic Economic Index

17,992

Tasks 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) — biggest workforce effect first

#	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 →