AI job risk list 2026

All 923 occupations ranked from most to least exposed to AI. Open any job to see its year-by-year timeline and survival map.

#	Occupation	Exposure	Tasks AI can do, 2036	Chance of 20%+ fewer jobs, 2036
1	Loan Interviewers and Clerks Office & administrative support	High	83%	81%
2	Customer Service Representatives Office & administrative support	High	82%	78%
3	Medical Secretaries and Administrative Assistants Office & administrative support	High	85%	77%
4	Freight Forwarders Office & administrative support	High	83%	77%
5	Travel Agents Sales	High	82%	77%
6	Legal Secretaries and Administrative Assistants Office & administrative support	High	85%	76%
7	Desktop Publishers Office & administrative support	High	82%	76%
8	Order Clerks Office & administrative support	High	86%	75%
9	Bill and Account Collectors Office & administrative support	High	85%	75%
10	Procurement Clerks Office & administrative support	High	81%	75%
11	Dispatchers, Except Police, Fire, and Ambulance Office & administrative support	High	85%	74%
12	Credit Authorizers, Checkers, and Clerks Office & administrative support	High	81%	74%
13	Insurance Underwriters Business & financial	High	82%	73%
14	Human Resources Assistants, Except Payroll and Timekeeping Office & administrative support	High	81%	73%
15	Brokerage Clerks Office & administrative support	High	87%	72%
16	Court, Municipal, and License Clerks Office & administrative support	High	83%	72%
17	Securities, Commodities, and Financial Services Sales Agents Sales	High	83%	72%
18	Market Research Analysts and Marketing Specialists Business & financial	High	81%	72%
19	Logistics Analysts Business & financial	High	82%	71%
20	Bookkeeping, Accounting, and Auditing Clerks Office & administrative support	High	88%	70%
21	Credit Analysts Business & financial	High	82%	70%
22	Insurance Claims and Policy Processing Clerks Office & administrative support	High	88%	69%
23	Tax Preparers Business & financial	High	84%	69%
24	Graphic Designers Arts, design, media & sports	High	81%	69%
25	Production, Planning, and Expediting Clerks Office & administrative support	High	78%	69%
26	Payroll and Timekeeping Clerks Office & administrative support	High	89%	68%
27	Accountants and Auditors Business & financial	High	82%	68%
28	Eligibility Interviewers, Government Programs Office & administrative support	High	82%	68%
29	Investment Fund Managers Management	High	81%	68%
30	Financial Risk Specialists Business & financial	High	81%	67%
31	Secretaries and Administrative Assistants, Except Legal, Medical, and Executive Office & administrative support	High	77%	67%
32	Receptionists and Information Clerks Office & administrative support	High	72%	67%
33	Real Estate Brokers Sales	High	81%	66%
34	Budget Analysts Business & financial	High	78%	66%
35	Executive Secretaries and Executive Administrative Assistants Office & administrative support	High	78%	66%
36	Insurance Sales Agents Sales	High	82%	65%
37	Search Marketing Strategists Business & financial	High	82%	65%
38	Treasurers and Controllers Management	High	76%	65%
39	Solar Sales Representatives and Assessors Sales	High	74%	65%
40	New Accounts Clerks Office & administrative support	High	71%	65%
41	Remote Sensing Technicians Life, physical & social science	High	82%	64%
42	Cartographers and Photogrammetrists Architecture & engineering	High	81%	64%
43	Cost Estimators Business & financial	High	81%	64%
44	Loan Officers Business & financial	High	81%	64%
45	Special Effects Artists and Animators Arts, design, media & sports	High	81%	64%
46	Appraisers and Assessors of Real Estate Business & financial	High	78%	64%
47	Reservation and Transportation Ticket Agents and Travel Clerks Office & administrative support	High	66%	64%
48	Telemarketers Sales	High	88%	63%
49	Customs Brokers Business & financial	High	84%	63%
50	Project Engineer Business & financial	High	82%	63%
51	Tax Examiners and Collectors, and Revenue Agents Business & financial	High	80%	63%
52	Supply Chain Managers Management	High	79%	63%
53	Financial Managers Management	High	78%	63%
54	First-Line Supervisors of Office and Administrative Support Workers Office & administrative support	High	73%	63%
55	Survey Researchers Life, physical & social science	High	84%	62%
56	Business Continuity Planners Business & financial	High	82%	62%
57	Actuaries Computer & mathematical	High	81%	62%
58	Climate Change Policy Analysts Life, physical & social science	High	81%	62%
59	Regulatory Affairs Specialists Business & financial	High	80%	62%
60	Personal Financial Advisors Business & financial	High	77%	62%
61	Financial and Investment Analysts Business & financial	High	74%	62%
62	Logistics Engineers Business & financial	High	81%	61%
63	Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel Sales	High	79%	61%
64	Claims Adjusters, Examiners, and Investigators Business & financial	High	78%	61%
65	Tellers Office & administrative support	High	66%	61%
66	Proofreaders and Copy Markers Office & administrative support	High	92%	60%
67	Statistical Assistants Office & administrative support	High	87%	60%
68	News Analysts, Reporters, and Journalists Arts, design, media & sports	High	84%	60%
69	Geographic Information Systems Technologists and Technicians Computer & mathematical	High	83%	60%
70	Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products Sales	High	83%	60%
71	Public Safety Telecommunicators Office & administrative support	High	78%	60%
72	Real Estate Sales Agents Sales	High	71%	60%
73	Telephone Operators Office & administrative support	High	86%	59%
74	Appraisers of Personal and Business Property Business & financial	High	82%	59%
75	Credit Counselors Business & financial	High	82%	59%
76	Training and Development Specialists Business & financial	High	82%	59%
77	Insurance Appraisers, Auto Damage Business & financial	High	81%	59%
78	Advertising and Promotions Managers Management	High	77%	59%
79	Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products Sales	High	75%	59%
80	Advertising Sales Agents Sales	High	74%	59%
81	Fundraising Managers Management	High	82%	58%
82	Buyers and Purchasing Agents, Farm Products Business & financial	High	81%	58%
83	First-Line Supervisors of Non-Retail Sales Workers Sales	High	79%	58%
84	Film and Video Editors Arts, design, media & sports	High	77%	58%
85	Hotel, Motel, and Resort Desk Clerks Office & administrative support	High	66%	58%
86	Clinical Data Managers Computer & mathematical	High	84%	57%
87	Document Management Specialists Computer & mathematical	High	83%	57%
88	Sustainability Specialists Business & financial	High	83%	57%
89	Regulatory Affairs Managers Management	High	82%	57%
90	Economists Life, physical & social science	High	81%	57%
91	Human Resources Specialists Business & financial	High	81%	57%
92	Industrial Engineers Architecture & engineering	High	81%	57%
93	Wind Energy Development Managers Management	High	81%	57%
94	Intelligence Analysts Protective service	High	79%	57%
95	Compliance Managers Management	High	78%	57%
96	General and Operations Managers Management	High	78%	57%
97	Title Examiners, Abstractors, and Searchers Legal	High	77%	57%
98	Urban and Regional Planners Life, physical & social science	High	77%	57%
99	Mechanical Drafters Architecture & engineering	High	76%	57%
100	Purchasing Agents, Except Wholesale, Retail, and Farm Products Business & financial	High	73%	57%
101	File Clerks Office & administrative support	High	81%	56%
102	Architectural and Civil Drafters Architecture & engineering	High	79%	56%
103	Purchasing Managers Management	High	79%	56%
104	Billing and Posting Clerks Office & administrative support	High	77%	56%
105	Correspondence Clerks Office & administrative support	High	89%	55%
106	Bioinformatics Scientists Life, physical & social science	High	86%	55%
107	Business Intelligence Analysts Computer & mathematical	High	85%	55%
108	Financial Quantitative Analysts Business & financial	High	85%	55%
109	Industrial Ecologists Life, physical & social science	High	81%	55%
110	Human Resources Managers Management	High	75%	55%
111	Remote Sensing Scientists and Technologists Life, physical & social science	High	74%	55%
112	Office Clerks, General Office & administrative support	High	68%	55%
113	Data Entry Keyers Office & administrative support	Moderate	85%	54%
114	Environmental Economists Life, physical & social science	Moderate	83%	54%
115	Chief Sustainability Officers Management	Moderate	78%	54%
116	Transportation Planners Life, physical & social science	Moderate	78%	54%
117	Online Merchants Business & financial	Moderate	77%	54%
118	Precision Agriculture Technicians Life, physical & social science	Moderate	74%	54%
119	Training and Development Managers Management	Moderate	74%	54%
120	Wholesale and Retail Buyers, Except Farm Products Business & financial	Moderate	73%	54%
121	Atmospheric and Space Scientists Life, physical & social science	Moderate	79%	53%
122	Environmental Scientists and Specialists, Including Health Life, physical & social science	Moderate	78%	53%
123	Public Relations Managers Management	Moderate	78%	53%
124	Computer and Information Systems Managers Management	Moderate	77%	53%
125	Financial Examiners Business & financial	Moderate	76%	53%
126	Postmasters and Mail Superintendents Management	Moderate	75%	53%
127	First-Line Supervisors of Retail Sales Workers Sales	Moderate	73%	53%
128	Interviewers, Except Eligibility and Loan Office & administrative support	Moderate	73%	53%
129	Information Technology Project Managers Computer & mathematical	Moderate	82%	52%
130	Interior Designers Arts, design, media & sports	Moderate	81%	52%
131	Editors Arts, design, media & sports	Moderate	80%	52%
132	Surveying and Mapping Technicians Architecture & engineering	Moderate	75%	52%
133	Industrial Production Managers Management	Moderate	74%	52%
134	Political Scientists Life, physical & social science	Moderate	74%	52%
135	Counter and Rental Clerks Sales	Moderate	68%	52%
136	Medical Records Specialists Healthcare practitioners	Moderate	83%	51%
137	Energy Engineers, Except Wind and Solar Architecture & engineering	Moderate	82%	51%
138	Quality Control Systems Managers Management	Moderate	77%	51%
139	Sales Engineers Sales	Moderate	71%	51%
140	Prepress Technicians and Workers Production	Moderate	66%	51%
141	Technical Writers Arts, design, media & sports	Moderate	81%	50%
142	Public Relations Specialists Arts, design, media & sports	Moderate	79%	50%
143	Labor Relations Specialists Business & financial	Moderate	77%	50%
144	Marketing Managers Management	Moderate	76%	50%
145	Transportation, Storage, and Distribution Managers Management	Moderate	75%	50%
146	Logisticians Business & financial	Moderate	74%	50%
147	Fundraisers Business & financial	Moderate	73%	50%
148	Compensation, Benefits, and Job Analysis Specialists Business & financial	Moderate	71%	50%
149	Switchboard Operators, Including Answering Service Office & administrative support	Moderate	66%	50%
150	Writers and Authors Arts, design, media & sports	Moderate	89%	49%
151	Digital Forensics Analysts Computer & mathematical	Moderate	86%	49%
152	Biostatisticians Computer & mathematical	Moderate	84%	49%
153	Civil Engineering Technologists and Technicians Architecture & engineering	Moderate	83%	49%
154	Health Informatics Specialists Computer & mathematical	Moderate	78%	49%
155	Broadcast Announcers and Radio Disc Jockeys Arts, design, media & sports	Moderate	77%	49%
156	Architectural and Engineering Managers Management	Moderate	76%	49%
157	Art Directors Arts, design, media & sports	Moderate	76%	49%
158	Compensation and Benefits Managers Management	Moderate	74%	49%
159	Lodging Managers Management	Moderate	71%	49%
160	Word Processors and Typists Office & administrative support	Moderate	71%	49%
161	Data Scientists Computer & mathematical	Moderate	86%	48%
162	Environmental Engineers Architecture & engineering	Moderate	81%	48%
163	Electrical and Electronics Drafters Architecture & engineering	Moderate	79%	48%
164	Social Science Research Assistants Life, physical & social science	Moderate	78%	48%
165	Water Resource Specialists Management	Moderate	77%	48%
166	Agents and Business Managers of Artists, Performers, and Athletes Business & financial	Moderate	76%	48%
167	Archivists Education & library	Moderate	75%	48%
168	Judicial Law Clerks Legal	Moderate	74%	48%
169	Sales Managers Management	Moderate	73%	48%
170	Library Assistants, Clerical Office & administrative support	Moderate	64%	48%
171	Shipping, Receiving, and Inventory Clerks Office & administrative support	Moderate	61%	48%
172	Operations Research Analysts Computer & mathematical	Moderate	84%	47%
173	Natural Sciences Managers Management	Moderate	82%	47%
174	Industrial-Organizational Psychologists Life, physical & social science	Moderate	73%	47%
175	Computer Numerically Controlled Tool Programmers Production	Moderate	80%	46%
176	Librarians and Media Collections Specialists Education & library	Moderate	75%	46%
177	Talent Directors Arts, design, media & sports	Moderate	75%	46%
178	Clinical Research Coordinators Management	Moderate	74%	46%
179	Fraud Analyst Business & financial	Moderate	71%	46%
180	Property, Real Estate, and Community Association Managers Management	Moderate	71%	46%
181	Court Reporters and Simultaneous Captioners Arts, design, media & sports	Moderate	91%	45%
182	Information Security Engineers Computer & mathematical	Moderate	85%	45%
183	Tutors Education & library	Moderate	76%	45%
184	Commercial and Industrial Designers Arts, design, media & sports	Moderate	75%	45%
185	Architects, Except Landscape and Naval Architecture & engineering	Moderate	74%	45%
186	Meeting, Convention, and Event Planners Business & financial	Moderate	71%	45%
187	Media Programming Directors Arts, design, media & sports	Moderate	70%	45%
188	Education Administrators, Postsecondary Management	Moderate	69%	45%
189	Geographers Life, physical & social science	Moderate	69%	45%
190	Historians Life, physical & social science	Moderate	69%	45%
191	Medical and Health Services Managers Management	Moderate	69%	45%
192	Photographic Process Workers and Processing Machine Operators Production	Moderate	56%	45%
193	Video Game Designers Computer & mathematical	Moderate	85%	44%
194	Compliance Officers Business & financial	Moderate	79%	44%
195	Transportation Engineers Architecture & engineering	Moderate	79%	44%
196	Environmental Restoration Planners Life, physical & social science	Moderate	78%	44%
197	Water/Wastewater Engineers Architecture & engineering	Moderate	76%	44%
198	Family and Consumer Sciences Teachers, Postsecondary Education & library	Moderate	73%	44%
199	Security Managers Management	Moderate	73%	44%
200	Brownfield Redevelopment Specialists and Site Managers Management	Moderate	72%	44%
201	Education and Childcare Administrators, Preschool and Daycare Management	Moderate	71%	44%
202	Conservation Scientists Life, physical & social science	Moderate	70%	44%
203	Emergency Management Directors Management	Moderate	68%	44%
204	Sound Engineering Technicians Arts, design, media & sports	Moderate	64%	44%
205	Web and Digital Interface Designers Computer & mathematical	Moderate	88%	43%
206	Statisticians Computer & mathematical	Moderate	87%	43%
207	Information Security Analysts Computer & mathematical	Moderate	81%	43%
208	Sociologists Life, physical & social science	Moderate	76%	43%
209	Engineering Teachers, Postsecondary Education & library	Moderate	71%	43%
210	Epidemiologists Life, physical & social science	Moderate	71%	43%
211	Gambling Managers Management	Moderate	70%	43%
212	Media Technical Directors/Managers Arts, design, media & sports	Moderate	68%	43%
213	Loss Prevention Managers Management	Moderate	66%	43%
214	Wind Energy Operations Managers Management	Moderate	66%	43%
215	Aerospace Engineers Architecture & engineering	Moderate	77%	42%
216	Manufacturing Engineers Architecture & engineering	Moderate	74%	42%
217	Security Management Specialists Business & financial	Moderate	72%	42%
218	Cargo and Freight Agents Office & administrative support	Moderate	59%	42%
219	Power Distributors and Dispatchers Production	Moderate	55%	42%
220	Computer Network Architects Computer & mathematical	Moderate	80%	41%
221	Soil and Plant Scientists Life, physical & social science	Moderate	79%	41%
222	Arbitrators, Mediators, and Conciliators Legal	Moderate	74%	41%
223	Hydrologists Life, physical & social science	Moderate	72%	41%
224	Computer Science Teachers, Postsecondary Education & library	Moderate	71%	41%
225	Construction Managers Management	Moderate	69%	41%
226	Health Specialties Teachers, Postsecondary Education & library	Moderate	68%	41%
227	Instructional Coordinators Education & library	Moderate	67%	41%
228	Data Warehousing Specialists Computer & mathematical	Moderate	91%	40%
229	Computer Systems Engineers/Architects Computer & mathematical	Moderate	87%	40%
230	Health Information Technologists and Medical Registrars Healthcare practitioners	Moderate	84%	40%
231	Physicists Life, physical & social science	Moderate	83%	40%
232	Bioengineers and Biomedical Engineers Architecture & engineering	Moderate	79%	40%
233	Geodetic Surveyors Architecture & engineering	Moderate	73%	40%
234	Energy Auditors Construction & extraction	Moderate	69%	40%
235	Quality Control Analysts Life, physical & social science	Moderate	69%	40%
236	Spa Managers Management	Moderate	68%	40%
237	Economics Teachers, Postsecondary Education & library	Moderate	67%	40%
238	Fabric and Apparel Patternmakers Production	Moderate	67%	40%
239	Audio and Video Technicians Arts, design, media & sports	Moderate	62%	40%
240	Fire-Prevention and Protection Engineers Architecture & engineering	Moderate	82%	39%
241	Music Directors and Composers Arts, design, media & sports	Moderate	78%	39%
242	Animal Scientists Life, physical & social science	Moderate	77%	39%
243	Paralegals and Legal Assistants Legal	Moderate	71%	39%
244	Recreation and Fitness Studies Teachers, Postsecondary Education & library	Moderate	71%	39%
245	Career/Technical Education Teachers, Postsecondary Education & library	Moderate	70%	39%
246	Curators Education & library	Moderate	70%	39%
247	Lawyers Legal	Moderate	69%	39%
248	Hydrologic Technicians Life, physical & social science	Moderate	68%	39%
249	Education Teachers, Postsecondary Education & library	Moderate	67%	39%
250	Astronomers Life, physical & social science	Moderate	66%	39%
251	Business Teachers, Postsecondary Education & library	Moderate	66%	39%
252	Education Administrators, Kindergarten through Secondary Management	Moderate	66%	39%
253	Broadcast Technicians Arts, design, media & sports	Moderate	65%	39%
254	Food Service Managers Management	Moderate	63%	39%
255	First-Line Supervisors of Production and Operating Workers Production	Moderate	54%	39%
256	Web Developers Computer & mathematical	Moderate	91%	38%
257	Database Architects Computer & mathematical	Moderate	89%	38%
258	Automotive Engineers Architecture & engineering	Moderate	82%	38%
259	Telecommunications Engineering Specialists Computer & mathematical	Moderate	76%	38%
260	Administrative Law Judges, Adjudicators, and Hearing Officers Legal	Moderate	70%	38%
261	Solar Energy Systems Engineers Architecture & engineering	Moderate	69%	38%
262	Foreign Language and Literature Teachers, Postsecondary Education & library	Moderate	68%	38%
263	Geneticists Life, physical & social science	Moderate	68%	38%
264	Library Science Teachers, Postsecondary Education & library	Moderate	68%	38%
265	Traffic Technicians Transportation & material moving	Moderate	67%	38%
266	Biological Science Teachers, Postsecondary Education & library	Moderate	66%	38%
267	Psychology Teachers, Postsecondary Education & library	Moderate	66%	38%
268	Law Teachers, Postsecondary Education & library	Moderate	64%	38%
269	School Psychologists Life, physical & social science	Moderate	63%	38%
270	Management Analysts Business & financial	Moderate	59%	38%
271	Web Administrators Computer & mathematical	Moderate	90%	37%
272	Penetration Testers Computer & mathematical	Moderate	84%	37%
273	Fine Artists, Including Painters, Sculptors, and Illustrators Arts, design, media & sports	Moderate	69%	37%
274	English Language and Literature Teachers, Postsecondary Education & library	Moderate	68%	37%
275	Geoscientists, Except Hydrologists and Geographers Life, physical & social science	Moderate	68%	37%
276	Landscape Architects Architecture & engineering	Moderate	68%	37%
277	Chief Executives Management	Moderate	67%	37%
278	First-Line Supervisors of Food Preparation and Serving Workers Food preparation & serving	Moderate	67%	37%
279	History Teachers, Postsecondary Education & library	Moderate	67%	37%
280	Criminal Justice and Law Enforcement Teachers, Postsecondary Education & library	Moderate	65%	37%
281	Political Science Teachers, Postsecondary Education & library	Moderate	65%	37%
282	Geography Teachers, Postsecondary Education & library	Moderate	64%	37%
283	Database Administrators Computer & mathematical	Moderate	91%	36%
284	Bioinformatics Technicians Computer & mathematical	Moderate	87%	36%
285	Network and Computer Systems Administrators Computer & mathematical	Moderate	80%	36%
286	Radio Frequency Identification Device Specialists Architecture & engineering	Moderate	78%	36%
287	Human Factors Engineers and Ergonomists Architecture & engineering	Moderate	73%	36%
288	Mechanical Engineers Architecture & engineering	Moderate	72%	36%
289	Park Naturalists Life, physical & social science	Moderate	71%	36%
290	Neuropsychologists Life, physical & social science	Moderate	70%	36%
291	Chemical Engineers Architecture & engineering	Moderate	69%	36%
292	Civil Engineers Architecture & engineering	Moderate	67%	36%
293	Mathematical Science Teachers, Postsecondary Education & library	Moderate	67%	36%
294	Agricultural Sciences Teachers, Postsecondary Education & library	Moderate	65%	36%
295	Architecture Teachers, Postsecondary Education & library	Moderate	65%	36%
296	Area, Ethnic, and Cultural Studies Teachers, Postsecondary Education & library	Moderate	65%	36%
297	Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary Education & library	Moderate	65%	36%
298	Library Technicians Education & library	Moderate	65%	36%
299	Poets, Lyricists and Creative Writers Arts, design, media & sports	Moderate	82%	35%
300	Petroleum Engineers Architecture & engineering	Moderate	74%	35%
301	Anthropologists and Archeologists Life, physical & social science	Moderate	67%	35%
302	Environmental Science Teachers, Postsecondary Education & library	Moderate	66%	35%
303	Philosophy and Religion Teachers, Postsecondary Education & library	Moderate	65%	35%
304	Camera Operators, Television, Video, and Film Arts, design, media & sports	Moderate	64%	35%
305	Forestry and Conservation Science Teachers, Postsecondary Education & library	Moderate	64%	35%
306	Retail Salespersons Sales	Moderate	50%	35%
307	Software Quality Assurance Analysts and Testers Computer & mathematical	Moderate	86%	34%
308	Computer Systems Analysts Computer & mathematical	Moderate	80%	34%
309	Wind Energy Engineers Architecture & engineering	Moderate	69%	34%
310	Clinical Neuropsychologists Life, physical & social science	Moderate	68%	34%
311	Materials Scientists Life, physical & social science	Moderate	68%	34%
312	Set and Exhibit Designers Arts, design, media & sports	Moderate	63%	34%
313	Art, Drama, and Music Teachers, Postsecondary Education & library	Moderate	62%	34%
314	Communications Teachers, Postsecondary Education & library	Moderate	60%	34%
315	Geological Technicians, Except Hydrologic Technicians Life, physical & social science	Moderate	60%	34%
316	Sociology Teachers, Postsecondary Education & library	Moderate	60%	34%
317	Administrative Services Managers Management	Moderate	57%	34%
318	Computer Programmers Computer & mathematical	Moderate	91%	33%
319	Medical Scientists, Except Epidemiologists Life, physical & social science	Moderate	72%	33%
320	Surveyors Architecture & engineering	Moderate	71%	33%
321	Equal Opportunity Representatives and Officers Business & financial	Moderate	69%	33%
322	Health and Safety Engineers, Except Mining Safety Engineers and Inspectors Architecture & engineering	Moderate	68%	33%
323	Molecular and Cellular Biologists Life, physical & social science	Moderate	67%	33%
324	Geothermal Production Managers Management	Moderate	64%	33%
325	Producers and Directors Arts, design, media & sports	Moderate	64%	33%
326	Fashion Designers Arts, design, media & sports	Moderate	63%	33%
327	Environmental Compliance Inspectors Business & financial	Moderate	61%	33%
328	Physics Teachers, Postsecondary Education & library	Moderate	59%	33%
329	Social and Community Service Managers Management	Moderate	58%	33%
330	Airline Pilots, Copilots, and Flight Engineers Transportation & material moving	Moderate	51%	33%
331	Radiologists Healthcare practitioners	Moderate	79%	32%
332	Solar Energy Installation Managers Construction & extraction	Moderate	70%	32%
333	Anthropology and Archeology Teachers, Postsecondary Education & library	Moderate	64%	32%
334	Legislators Management	Moderate	62%	32%
335	Postal Service Clerks Office & administrative support	Moderate	41%	32%
336	Interpreters and Translators Arts, design, media & sports	Moderate	81%	31%
337	Patient Representatives Healthcare practitioners	Moderate	78%	31%
338	Electronics Engineers, Except Computer Architecture & engineering	Moderate	72%	31%
339	Mechatronics Engineers Architecture & engineering	Moderate	72%	31%
340	Computer Network Support Specialists Computer & mathematical	Moderate	71%	31%
341	Electrical Engineers Architecture & engineering	Moderate	71%	31%
342	Mining and Geological Engineers, Including Mining Safety Engineers Architecture & engineering	Moderate	70%	31%
343	Materials Engineers Architecture & engineering	Moderate	69%	31%
344	Judges, Magistrate Judges, and Magistrates Legal	Moderate	67%	31%
345	Concierges Personal care & service	Moderate	66%	31%
346	First-Line Supervisors of Mechanics, Installers, and Repairers Installation, maintenance & repair	Moderate	64%	31%
347	Government Property Inspectors and Investigators Business & financial	Moderate	63%	31%
348	Funeral Home Managers Management	Moderate	59%	31%
349	Photographers Arts, design, media & sports	Moderate	59%	31%
350	Air Traffic Controllers Transportation & material moving	Moderate	49%	31%
351	Blockchain Engineers Computer & mathematical	Moderate	92%	30%
352	Validation Engineers Architecture & engineering	Moderate	79%	30%
353	Nanosystems Engineers Architecture & engineering	Moderate	76%	30%
354	Nuclear Engineers Architecture & engineering	Moderate	71%	30%
355	Health Education Specialists Community & social service	Moderate	68%	30%
356	Zoologists and Wildlife Biologists Life, physical & social science	Moderate	66%	30%
357	Biologists Life, physical & social science	Moderate	64%	30%
358	Industrial Engineering Technologists and Technicians Architecture & engineering	Moderate	64%	30%
359	Teaching Assistants, Postsecondary Education & library	Moderate	63%	30%
360	Private Detectives and Investigators Protective service	Moderate	58%	30%
361	Chemistry Teachers, Postsecondary Education & library	Moderate	57%	30%
362	Social Work Teachers, Postsecondary Education & library	Moderate	57%	30%
363	Farmers, Ranchers, and Other Agricultural Managers Management	Moderate	56%	30%
364	Farm and Home Management Educators Education & library	Moderate	55%	30%
365	Fitness and Wellness Coordinators Management	Moderate	55%	30%
366	Meter Readers, Utilities Office & administrative support	Moderate	48%	30%
367	Computer and Information Research Scientists Computer & mathematical	Lower	76%	29%
368	Biochemists and Biophysicists Life, physical & social science	Lower	64%	29%
369	Food Scientists and Technologists Life, physical & social science	Lower	56%	29%
370	Retail Loss Prevention Specialists Protective service	Lower	54%	29%
371	Airfield Operations Specialists Transportation & material moving	Lower	52%	29%
372	Secondary School Teachers, Except Special and Career/Technical Education Education & library	Lower	52%	29%
373	Software Developers Computer & mathematical	Lower	86%	28%
374	Computer Hardware Engineers Architecture & engineering	Lower	80%	28%
375	Computer User Support Specialists Computer & mathematical	Lower	68%	28%
376	Microsystems Engineers Architecture & engineering	Lower	67%	28%
377	Mechanical Engineering Technologists and Technicians Architecture & engineering	Lower	66%	28%
378	Range Managers Life, physical & social science	Lower	60%	28%
379	Environmental Engineering Technologists and Technicians Architecture & engineering	Lower	59%	28%
380	Foresters Life, physical & social science	Lower	59%	28%
381	Gambling Surveillance Officers and Gambling Investigators Protective service	Lower	53%	28%
382	Recycling Coordinators Transportation & material moving	Lower	52%	28%
383	Biomass Power Plant Managers Management	Lower	51%	28%
384	Facilities Managers Management	Lower	51%	28%
385	Inspectors, Testers, Sorters, Samplers, and Weighers Production	Lower	49%	28%
386	Dietitians and Nutritionists Healthcare practitioners	Lower	78%	27%
387	Preventive Medicine Physicians Healthcare practitioners	Lower	75%	27%
388	Genetic Counselors Healthcare practitioners	Lower	73%	27%
389	Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation Transportation & material moving	Lower	60%	27%
390	Forensic Science Technicians Life, physical & social science	Lower	58%	27%
391	Occupational Health and Safety Technicians Life, physical & social science	Lower	55%	27%
392	Nursing Instructors and Teachers, Postsecondary Education & library	Lower	54%	27%
393	Gambling Cage Workers Office & administrative support	Lower	41%	27%
394	Marine Engineers and Naval Architects Architecture & engineering	Lower	61%	26%
395	Biofuels/Biodiesel Technology and Product Development Managers Management	Lower	60%	26%
396	Chemists Life, physical & social science	Lower	56%	26%
397	Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors Education & library	Lower	53%	26%
398	Chemical Technicians Life, physical & social science	Lower	53%	26%
399	Clinical and Counseling Psychologists Life, physical & social science	Lower	53%	26%
400	Hydroelectric Production Managers Management	Lower	51%	26%
401	Middle School Teachers, Except Special and Career/Technical Education Education & library	Lower	51%	26%
402	Office Machine Operators, Except Computer Office & administrative support	Lower	44%	26%
403	Mathematicians Computer & mathematical	Lower	92%	25%
404	Nurse Practitioners Healthcare practitioners	Lower	75%	25%
405	Agricultural Engineers Architecture & engineering	Lower	64%	25%
406	Environmental Science and Protection Technicians, Including Health Life, physical & social science	Lower	57%	25%
407	Occupational Health and Safety Specialists Life, physical & social science	Lower	50%	25%
408	First-Line Supervisors of Material-Moving Machine and Vehicle Operators Transportation & material moving	Lower	49%	25%
409	Nuclear Power Reactor Operators Production	Lower	39%	25%
410	Robotics Engineers Architecture & engineering	Lower	67%	24%
411	Photonics Engineers Architecture & engineering	Lower	63%	24%
412	First-Line Supervisors of Construction Trades and Extraction Workers Construction & extraction	Lower	60%	24%
413	Microbiologists Life, physical & social science	Lower	58%	24%
414	Adapted Physical Education Specialists Education & library	Lower	56%	24%
415	Disc Jockeys, Except Radio Arts, design, media & sports	Lower	56%	24%
416	Police Identification and Records Officers Protective service	Lower	51%	24%
417	Biofuels Production Managers Management	Lower	46%	24%
418	Elementary School Teachers, Except Special Education Education & library	Lower	46%	24%
419	Parts Salespersons Sales	Lower	43%	24%
420	Transportation Security Screeners Protective service	Lower	42%	24%
421	Printing Press Operators Production	Lower	34%	24%
422	Weighers, Measurers, Checkers, and Samplers, Recordkeeping Office & administrative support	Lower	33%	24%
423	Pediatricians, General Healthcare practitioners	Lower	78%	23%
424	Dietetic Technicians Healthcare practitioners	Lower	76%	23%
425	Biological Technicians Life, physical & social science	Lower	53%	23%
426	Customs and Border Protection Officers Protective service	Lower	53%	23%
427	First-Line Supervisors of Security Workers Protective service	Lower	49%	23%
428	Self-Enrichment Teachers Education & library	Lower	47%	23%
429	First-Line Supervisors of Police and Detectives Protective service	Lower	46%	23%
430	Gem and Diamond Workers Production	Lower	37%	23%
431	Power Plant Operators Production	Lower	31%	23%
432	General Internal Medicine Physicians Healthcare practitioners	Lower	74%	22%
433	Fuel Cell Engineers Architecture & engineering	Lower	61%	22%
434	Directors, Religious Activities and Education Community & social service	Lower	60%	22%
435	Transportation Inspectors Transportation & material moving	Lower	52%	22%
436	Aviation Inspectors Transportation & material moving	Lower	49%	22%
437	Forest and Conservation Technicians Life, physical & social science	Lower	47%	22%
438	Coaches and Scouts Arts, design, media & sports	Lower	44%	22%
439	First-Line Supervisors of Passenger Attendants Transportation & material moving	Lower	43%	22%
440	Couriers and Messengers Office & administrative support	Lower	33%	22%
441	Mail Clerks and Mail Machine Operators, Except Postal Service Office & administrative support	Lower	27%	22%
442	Hospitalists Healthcare practitioners	Lower	77%	21%
443	Family Medicine Physicians Healthcare practitioners	Lower	71%	21%
444	Electrical and Electronic Engineering Technologists and Technicians Architecture & engineering	Lower	52%	21%
445	First-Line Supervisors of Firefighting and Prevention Workers Protective service	Lower	51%	21%
446	First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers Building & grounds maintenance	Lower	47%	21%
447	Special Education Teachers, Elementary School Education & library	Lower	44%	21%
448	Special Education Teachers, Middle School Education & library	Lower	44%	21%
449	Railroad Conductors and Yardmasters Transportation & material moving	Lower	39%	21%
450	Petroleum Pump System Operators, Refinery Operators, and Gaugers Production	Lower	28%	21%
451	Medical Transcriptionists Healthcare support	Lower	84%	20%
452	Physicians, Pathologists Healthcare practitioners	Lower	72%	20%
453	Neurologists Healthcare practitioners	Lower	71%	20%
454	First-Line Supervisors of Personal Service Workers Personal care & service	Lower	60%	20%
455	Merchandise Displayers and Window Trimmers Arts, design, media & sports	Lower	49%	20%
456	Non-Destructive Testing Specialists Architecture & engineering	Lower	47%	20%
457	Detectives and Criminal Investigators Protective service	Lower	44%	20%
458	Career/Technical Education Teachers, Secondary School Education & library	Lower	43%	20%
459	Craft Artists Arts, design, media & sports	Lower	42%	20%
460	Driver/Sales Workers Transportation & material moving	Lower	42%	20%
461	Special Education Teachers, Secondary School Education & library	Lower	42%	20%
462	Aircraft Cargo Handling Supervisors Transportation & material moving	Lower	41%	20%
463	Bakers Production	Lower	33%	20%
464	Postal Service Mail Carriers Office & administrative support	Lower	23%	20%
465	Clinical Nurse Specialists Healthcare practitioners	Lower	68%	19%
466	Obstetricians and Gynecologists Healthcare practitioners	Lower	63%	19%
467	Healthcare Social Workers Community & social service	Lower	53%	19%
468	Probation Officers and Correctional Treatment Specialists Community & social service	Lower	53%	19%
469	Rehabilitation Counselors Community & social service	Lower	53%	19%
470	Musicians and Singers Arts, design, media & sports	Lower	49%	19%
471	Coroners Business & financial	Lower	45%	19%
472	Entertainment and Recreation Managers, Except Gambling Management	Lower	45%	19%
473	Agricultural Inspectors Farming, fishing & forestry	Lower	41%	19%
474	Chemical Plant and System Operators Production	Lower	22%	19%
475	Speech-Language Pathology Assistants Healthcare support	Lower	76%	18%
476	Orthoptists Healthcare practitioners	Lower	73%	18%
477	Psychiatrists Healthcare practitioners	Lower	71%	18%
478	Pharmacists Healthcare practitioners	Lower	61%	18%
479	Radiologic Technologists and Technicians Healthcare practitioners	Lower	61%	18%
480	Light Truck Drivers Transportation & material moving	Lower	43%	18%
481	Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop Food preparation & serving	Lower	33%	18%
482	Machinists Production	Lower	27%	18%
483	Team Assemblers Production	Lower	26%	18%
484	Cashiers Sales	Lower	24%	18%
485	Jewelers and Precious Stone and Metal Workers Production	Lower	24%	18%
486	Layout Workers, Metal and Plastic Production	Lower	21%	18%
487	Calibration Technologists and Technicians Architecture & engineering	Lower	51%	17%
488	Automotive Engineering Technicians Architecture & engineering	Lower	41%	17%
489	Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education Education & library	Lower	41%	17%
490	Fish and Game Wardens Protective service	Lower	40%	17%
491	Career/Technical Education Teachers, Middle School Education & library	Lower	39%	17%
492	Parking Enforcement Workers Protective service	Lower	39%	17%
493	Chefs and Head Cooks Food preparation & serving	Lower	36%	17%
494	Police and Sheriff's Patrol Officers Protective service	Lower	36%	17%
495	Kindergarten Teachers, Except Special Education Education & library	Lower	34%	17%
496	First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand Transportation & material moving	Lower	31%	17%
497	Door-to-Door Sales Workers, News and Street Vendors, and Related Workers Sales	Lower	30%	17%
498	Patternmakers, Wood Production	Lower	27%	17%
499	Computer Numerically Controlled Tool Operators Production	Lower	25%	17%
500	Semiconductor Processing Technicians Production	Lower	25%	17%
501	Tool and Die Makers Production	Lower	24%	17%
502	Etchers and Engravers Production	Lower	22%	17%
503	Butchers and Meat Cutters Production	Lower	18%	17%
504	Biomass Plant Technicians Production	Lower	17%	17%
505	Biofuels Processing Technicians Production	Lower	15%	17%
506	Advanced Practice Psychiatric Nurses Healthcare practitioners	Lower	69%	16%
507	Emergency Medicine Physicians Healthcare practitioners	Lower	67%	16%
508	Medical Dosimetrists Healthcare practitioners	Lower	62%	16%
509	Nanotechnology Engineering Technologists and Technicians Architecture & engineering	Lower	47%	16%
510	Electro-Mechanical and Mechatronics Technologists and Technicians Architecture & engineering	Lower	45%	16%
511	Choreographers Arts, design, media & sports	Lower	40%	16%
512	Fire Inspectors and Investigators Protective service	Lower	37%	16%
513	First-Line Supervisors of Farming, Fishing, and Forestry Workers Farming, fishing & forestry	Lower	36%	16%
514	Museum Technicians and Conservators Education & library	Lower	35%	16%
515	Special Education Teachers, Kindergarten Education & library	Lower	33%	16%
516	Commercial Pilots Transportation & material moving	Lower	31%	16%
517	Models Sales	Lower	28%	16%
518	Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic Production	Lower	25%	16%
519	Upholsterers Production	Lower	23%	16%
520	Model Makers, Wood Production	Lower	20%	16%
521	Rolling Machine Setters, Operators, and Tenders, Metal and Plastic Production	Lower	20%	16%
522	Chemical Equipment Operators and Tenders Production	Lower	19%	16%
523	Patternmakers, Metal and Plastic Production	Lower	19%	16%
524	Textile Cutting Machine Setters, Operators, and Tenders Production	Lower	19%	16%
525	Engine and Other Machine Assemblers Production	Lower	15%	16%
526	Audiologists Healthcare practitioners	Lower	64%	15%
527	Social and Human Service Assistants Community & social service	Lower	49%	15%
528	Aerospace Engineering and Operations Technologists and Technicians Architecture & engineering	Lower	46%	15%
529	Community Health Workers Community & social service	Lower	46%	15%
530	Mental Health and Substance Abuse Social Workers Community & social service	Lower	44%	15%
531	Educational, Guidance, and Career Counselors and Advisors Community & social service	Lower	43%	15%
532	Construction and Building Inspectors Construction & extraction	Lower	39%	15%
533	Substitute Teachers, Short-Term Education & library	Lower	39%	15%
534	Agricultural Technicians Life, physical & social science	Lower	38%	15%
535	Food Science Technicians Life, physical & social science	Lower	38%	15%
536	Transit and Railroad Police Protective service	Lower	35%	15%
537	Log Graders and Scalers Farming, fishing & forestry	Lower	34%	15%
538	Umpires, Referees, and Other Sports Officials Arts, design, media & sports	Lower	33%	15%
539	Preschool Teachers, Except Special Education Education & library	Lower	32%	15%
540	Gambling Change Persons and Booth Cashiers Sales	Lower	26%	15%
541	Coil Winders, Tapers, and Finishers Production	Lower	21%	15%
542	Demonstrators and Product Promoters Sales	Lower	17%	15%
543	Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic Production	Lower	17%	15%
544	Medical Appliance Technicians Production	Lower	17%	15%
545	Model Makers, Metal and Plastic Production	Lower	17%	15%
546	Stationary Engineers and Boiler Operators Production	Lower	17%	15%
547	Textile Knitting and Weaving Machine Setters, Operators, and Tenders Production	Lower	17%	15%
548	Textile Bleaching and Dyeing Machine Operators and Tenders Production	Lower	16%	15%
549	Cabinetmakers and Bench Carpenters Production	Lower	15%	15%
550	Ophthalmic Laboratory Technicians Production	Lower	15%	15%
551	Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders Production	Lower	15%	15%
552	Stone Cutters and Carvers, Manufacturing Production	Lower	14%	15%
553	Electrical and Electronic Equipment Assemblers Production	Lower	13%	15%
554	Potters, Manufacturing Production	Lower	13%	15%
555	Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic Production	Lower	12%	15%
556	Gas Plant Operators Production	Lower	11%	15%
557	Postal Service Mail Sorters, Processors, and Processing Machine Operators Office & administrative support	Lower	9%	15%
558	Ophthalmologists, Except Pediatric Healthcare practitioners	Lower	65%	14%
559	Dermatologists Healthcare practitioners	Lower	62%	14%
560	Chiropractors Healthcare practitioners	Lower	61%	14%
561	Physician Assistants Healthcare practitioners	Lower	60%	14%
562	Travel Guides Personal care & service	Lower	50%	14%
563	First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services Personal care & service	Lower	49%	14%
564	Animal Control Workers Protective service	Lower	38%	14%
565	Subway and Streetcar Operators Transportation & material moving	Lower	38%	14%
566	First-Line Supervisors of Housekeeping and Janitorial Workers Building & grounds maintenance	Lower	32%	14%
567	Teaching Assistants, Special Education Education & library	Lower	32%	14%
568	Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic Production	Lower	16%	14%
569	Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders Production	Lower	15%	14%
570	Food Batchmakers Production	Lower	12%	14%
571	Food Cooking Machine Operators and Tenders Production	Lower	12%	14%
572	Glass Blowers, Molders, Benders, and Finishers Production	Lower	12%	14%
573	Plating Machine Setters, Operators, and Tenders, Metal and Plastic Production	Lower	12%	14%
574	Tailors, Dressmakers, and Custom Sewers Production	Lower	12%	14%
575	Water and Wastewater Treatment Plant and System Operators Production	Lower	12%	14%
576	Helpers--Production Workers Production	Lower	11%	14%
577	Metal-Refining Furnace Operators and Tenders Production	Lower	11%	14%
578	Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic Production	Lower	11%	14%
579	Print Binding and Finishing Workers Production	Lower	11%	14%
580	Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders Production	Lower	10%	14%
581	Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders Production	Lower	10%	14%
582	Mixing and Blending Machine Setters, Operators, and Tenders Production	Lower	10%	14%
583	Sewing Machine Operators Production	Lower	10%	14%
584	Timing Device Assemblers and Adjusters Production	Lower	10%	14%
585	Hydroelectric Plant Technicians Production	Lower	9%	14%
586	Sawing Machine Setters, Operators, and Tenders, Wood Production	Lower	9%	14%
587	Shoe and Leather Workers and Repairers Production	Lower	9%	14%
588	Woodworking Machine Setters, Operators, and Tenders, Except Sawing Production	Lower	9%	14%
589	Cutting and Slicing Machine Setters, Operators, and Tenders Production	Lower	8%	14%
590	Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic Production	Lower	8%	14%
591	Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders Production	Lower	8%	14%
592	Dental Laboratory Technicians Production	Lower	7%	14%
593	Electromechanical Equipment Assemblers Production	Lower	7%	14%
594	Forging Machine Setters, Operators, and Tenders, Metal and Plastic Production	Lower	7%	14%
595	Sewers, Hand Production	Lower	7%	14%
596	Music Therapists Healthcare practitioners	Lower	61%	13%
597	Speech-Language Pathologists Healthcare practitioners	Lower	61%	13%
598	Ophthalmic Medical Technologists Healthcare practitioners	Lower	57%	13%
599	Cardiologists Healthcare practitioners	Lower	56%	13%
600	Heavy and Tractor-Trailer Truck Drivers Transportation & material moving	Lower	32%	13%
601	First-Line Supervisors of Correctional Officers Protective service	Lower	31%	13%
602	Locomotive Engineers Transportation & material moving	Lower	31%	13%
603	Floral Designers Arts, design, media & sports	Lower	28%	13%
604	Taxi Drivers Transportation & material moving	Lower	28%	13%
605	Forest Fire Inspectors and Prevention Specialists Protective service	Lower	27%	13%
606	Farm Labor Contractors Business & financial	Lower	23%	13%
607	Welders, Cutters, Solderers, and Brazers Production	Lower	9%	13%
608	Shoe Machine Operators and Tenders Production	Lower	8%	13%
609	Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders Production	Lower	8%	13%
610	Cooling and Freezing Equipment Operators and Tenders Production	Lower	7%	13%
611	Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders Production	Lower	7%	13%
612	Adhesive Bonding Machine Operators and Tenders Production	Lower	6%	13%
613	Coating, Painting, and Spraying Machine Setters, Operators, and Tenders Production	Lower	6%	13%
614	Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers Production	Lower	6%	13%
615	Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders Production	Lower	6%	13%
616	Laundry and Dry-Cleaning Workers Production	Lower	6%	13%
617	Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic Production	Lower	5%	13%
618	Furniture Finishers Production	Lower	5%	13%
619	Tool Grinders, Filers, and Sharpeners Production	Lower	5%	13%
620	Aircraft Structure, Surfaces, Rigging, and Systems Assemblers Production	Lower	4%	13%
621	Structural Metal Fabricators and Fitters Production	Lower	4%	13%
622	Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic Production	Lower	3%	13%
623	Fiberglass Laminators and Fabricators Production	Lower	3%	13%
624	Grinding and Polishing Workers, Hand Production	Lower	3%	13%
625	Tire Builders Production	Lower	3%	13%
626	Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic Production	Lower	2%	13%
627	Pressers, Textile, Garment, and Related Materials Production	Lower	2%	13%
628	Allergists and Immunologists Healthcare practitioners	Lower	61%	12%
629	Sports Medicine Physicians Healthcare practitioners	Lower	57%	12%
630	Cardiovascular Technologists and Technicians Healthcare practitioners	Lower	52%	12%
631	Makeup Artists, Theatrical and Performance Personal care & service	Lower	52%	12%
632	First-Line Supervisors of Gambling Services Workers Personal care & service	Lower	49%	12%
633	Magnetic Resonance Imaging Technologists Healthcare practitioners	Lower	49%	12%
634	Robotics Technicians Architecture & engineering	Lower	44%	12%
635	Medical Equipment Repairers Installation, maintenance & repair	Lower	38%	12%
636	Child, Family, and School Social Workers Community & social service	Lower	35%	12%
637	Bus Drivers, School Transportation & material moving	Lower	32%	12%
638	Captains, Mates, and Pilots of Water Vessels Transportation & material moving	Lower	29%	12%
639	Pest Control Workers Building & grounds maintenance	Lower	29%	12%
640	Pump Operators, Except Wellhead Pumpers Transportation & material moving	Lower	29%	12%
641	Shuttle Drivers and Chauffeurs Transportation & material moving	Lower	27%	12%
642	Correctional Officers and Jailers Protective service	Lower	26%	12%
643	Nuclear Monitoring Technicians Life, physical & social science	Lower	26%	12%
644	Bartenders Food preparation & serving	Lower	24%	12%
645	Passenger Attendants Transportation & material moving	Lower	24%	12%
646	Special Education Teachers, Preschool Education & library	Lower	24%	12%
647	Waiters and Waitresses Food preparation & serving	Lower	24%	12%
648	Stockers and Order Fillers Transportation & material moving	Lower	22%	12%
649	Cutters and Trimmers, Hand Production	Lower	0%	12%
650	Foundry Mold and Coremakers Production	Lower	0%	12%
651	Meat, Poultry, and Fish Cutters and Trimmers Production	Lower	0%	12%
652	Molders, Shapers, and Casters, Except Metal and Plastic Production	Lower	0%	12%
653	Packaging and Filling Machine Operators and Tenders Production	Lower	0%	12%
654	Painting, Coating, and Decorating Workers Production	Lower	0%	12%
655	Paper Goods Machine Setters, Operators, and Tenders Production	Lower	0%	12%
656	Pourers and Casters, Metal Production	Lower	0%	12%
657	Slaughterers and Meat Packers Production	Lower	0%	12%
658	Naturopathic Physicians Healthcare practitioners	Lower	60%	11%
659	Cytogenetic Technologists Healthcare practitioners	Lower	54%	11%
660	Neurodiagnostic Technologists Healthcare practitioners	Lower	51%	11%
661	Registered Nurses Healthcare practitioners	Lower	50%	11%
662	Pharmacy Technicians Healthcare practitioners	Lower	48%	11%
663	Clergy Community & social service	Lower	41%	11%
664	Computer, Automated Teller, and Office Machine Repairers Installation, maintenance & repair	Lower	40%	11%
665	Electrical and Electronics Repairers, Commercial and Industrial Equipment Installation, maintenance & repair	Lower	37%	11%
666	Camera and Photographic Equipment Repairers Installation, maintenance & repair	Lower	36%	11%
667	Mental Health Counselors Community & social service	Lower	36%	11%
668	Cooks, Private Household Food preparation & serving	Lower	28%	11%
669	Gas Compressor and Gas Pumping Station Operators Transportation & material moving	Lower	28%	11%
670	Bridge and Lock Tenders Transportation & material moving	Lower	26%	11%
671	Bus Drivers, Transit and Intercity Transportation & material moving	Lower	23%	11%
672	Crane and Tower Operators Transportation & material moving	Lower	22%	11%
673	Lighting Technicians Arts, design, media & sports	Lower	21%	11%
674	Railroad Brake, Signal, and Switch Operators and Locomotive Firers Transportation & material moving	Lower	21%	11%
675	Nuclear Technicians Life, physical & social science	Lower	18%	11%
676	Cooks, Institution and Cafeteria Food preparation & serving	Lower	17%	11%
677	Cytotechnologists Healthcare practitioners	Lower	57%	10%
678	Urologists Healthcare practitioners	Lower	53%	10%
679	Optometrists Healthcare practitioners	Lower	48%	10%
680	Orthodontists Healthcare practitioners	Lower	48%	10%
681	Recreational Therapists Healthcare practitioners	Lower	45%	10%
682	Electrical and Electronics Repairers, Powerhouse, Substation, and Relay Installation, maintenance & repair	Lower	38%	10%
683	Photonics Technicians Architecture & engineering	Lower	32%	10%
684	Avionics Technicians Installation, maintenance & repair	Lower	30%	10%
685	Geothermal Technicians Installation, maintenance & repair	Lower	29%	10%
686	Animal Breeders Farming, fishing & forestry	Lower	21%	10%
687	Actors Arts, design, media & sports	Lower	19%	10%
688	Refuse and Recyclable Material Collectors Transportation & material moving	Lower	19%	10%
689	Ship Engineers Transportation & material moving	Lower	19%	10%
690	Farmworkers and Laborers, Crop, Nursery, and Greenhouse Farming, fishing & forestry	Lower	18%	10%
691	Flight Attendants Transportation & material moving	Lower	17%	10%
692	Food Servers, Nonrestaurant Food preparation & serving	Lower	16%	10%
693	Parking Attendants Transportation & material moving	Lower	15%	10%
694	Cooks, Restaurant Food preparation & serving	Lower	13%	10%
695	Pediatric Surgeons Healthcare practitioners	Lower	51%	9%
696	Midwives Healthcare practitioners	Lower	50%	9%
697	Nurse Midwives Healthcare practitioners	Lower	49%	9%
698	Ophthalmic Medical Technicians Healthcare practitioners	Lower	49%	9%
699	Orthopedic Surgeons, Except Pediatric Healthcare practitioners	Lower	49%	9%
700	Critical Care Nurses Healthcare practitioners	Lower	48%	9%
701	Acute Care Nurses Healthcare practitioners	Lower	47%	9%
702	Podiatrists Healthcare practitioners	Lower	46%	9%
703	Art Therapists Healthcare practitioners	Lower	45%	9%
704	Diagnostic Medical Sonographers Healthcare practitioners	Lower	42%	9%
705	Nuclear Medicine Technologists Healthcare practitioners	Lower	42%	9%
706	Radiation Therapists Healthcare practitioners	Lower	42%	9%
707	Residential Advisors Personal care & service	Lower	32%	9%
708	Industrial Machinery Mechanics Installation, maintenance & repair	Lower	31%	9%
709	Rail Yard Engineers, Dinkey Operators, and Hostlers Transportation & material moving	Lower	19%	9%
710	Logging Equipment Operators Farming, fishing & forestry	Lower	17%	9%
711	Aircraft Service Attendants Transportation & material moving	Lower	15%	9%
712	Firefighters Protective service	Lower	15%	9%
713	School Bus Monitors Protective service	Lower	15%	9%
714	Security Guards Protective service	Lower	15%	9%
715	Baristas Food preparation & serving	Lower	14%	9%
716	Crossing Guards and Flaggers Protective service	Lower	13%	9%
717	Automotive and Watercraft Service Attendants Transportation & material moving	Lower	12%	9%
718	Conveyor Operators and Tenders Transportation & material moving	Lower	12%	9%
719	Cleaners of Vehicles and Equipment Transportation & material moving	Lower	10%	9%
720	Farmworkers, Farm, Ranch, and Aquacultural Animals Farming, fishing & forestry	Lower	10%	9%
721	Fast Food and Counter Workers Food preparation & serving	Lower	9%	9%
722	Pesticide Handlers, Sprayers, and Applicators, Vegetation Building & grounds maintenance	Lower	9%	9%
723	Fishing and Hunting Workers Farming, fishing & forestry	Lower	7%	9%
724	Occupational Therapists Healthcare practitioners	Lower	41%	8%
725	Anesthesiologists Healthcare practitioners	Lower	40%	8%
726	Costume Attendants Personal care & service	Lower	35%	8%
727	Tour Guides and Escorts Personal care & service	Lower	33%	8%
728	Coin, Vending, and Amusement Machine Servicers and Repairers Installation, maintenance & repair	Lower	30%	8%
729	Recreation Workers Personal care & service	Lower	30%	8%
730	Telecommunications Equipment Installers and Repairers, Except Line Installers Installation, maintenance & repair	Lower	29%	8%
731	Electrical and Electronics Installers and Repairers, Transportation Equipment Installation, maintenance & repair	Lower	28%	8%
732	Substance Abuse and Behavioral Disorder Counselors Community & social service	Lower	26%	8%
733	Audiovisual Equipment Installers and Repairers Installation, maintenance & repair	Lower	25%	8%
734	Security and Fire Alarm Systems Installers Installation, maintenance & repair	Lower	22%	8%
735	Solar Photovoltaic Installers Construction & extraction	Lower	18%	8%
736	Graders and Sorters, Agricultural Products Farming, fishing & forestry	Lower	9%	8%
737	Packers and Packagers, Hand Transportation & material moving	Lower	9%	8%
738	Ambulance Drivers and Attendants, Except Emergency Medical Technicians Transportation & material moving	Lower	8%	8%
739	Machine Feeders and Offbearers Transportation & material moving	Lower	8%	8%
740	Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers Protective service	Lower	7%	8%
741	Tank Car, Truck, and Ship Loaders Transportation & material moving	Lower	7%	8%
742	Tree Trimmers and Pruners Building & grounds maintenance	Lower	6%	8%
743	Fallers Farming, fishing & forestry	Lower	5%	8%
744	Food Preparation Workers Food preparation & serving	Lower	5%	8%
745	Industrial Truck and Tractor Operators Transportation & material moving	Lower	5%	8%
746	Sailors and Marine Oilers Transportation & material moving	Lower	5%	8%
747	Forest and Conservation Workers Farming, fishing & forestry	Lower	4%	8%
748	Laborers and Freight, Stock, and Material Movers, Hand Transportation & material moving	Lower	4%	8%
749	Landscaping and Groundskeeping Workers Building & grounds maintenance	Lower	4%	8%
750	Recycling and Reclamation Workers Transportation & material moving	Lower	4%	8%
751	Bailiffs Protective service	Lower	3%	8%
752	Dancers Arts, design, media & sports	Lower	3%	8%
753	Agricultural Equipment Operators Farming, fishing & forestry	Lower	0%	8%
754	Athletes and Sports Competitors Arts, design, media & sports	Lower	0%	8%
755	Cooks, Fast Food Food preparation & serving	Lower	0%	8%
756	Cooks, Short Order Food preparation & serving	Lower	0%	8%
757	Dining Room and Cafeteria Attendants and Bartender Helpers Food preparation & serving	Lower	0%	8%
758	Dishwashers Food preparation & serving	Lower	0%	8%
759	Dredge Operators Transportation & material moving	Lower	0%	8%
760	Hoist and Winch Operators Transportation & material moving	Lower	0%	8%
761	Janitors and Cleaners, Except Maids and Housekeeping Cleaners Building & grounds maintenance	Lower	0%	8%
762	Maids and Housekeeping Cleaners Building & grounds maintenance	Lower	0%	8%
763	Motorboat Operators Transportation & material moving	Lower	0%	8%
764	Wellhead Pumpers Transportation & material moving	Lower	0%	8%
765	Medical Assistants Healthcare support	Lower	46%	7%
766	Pharmacy Aides Healthcare support	Lower	45%	7%
767	Opticians, Dispensing Healthcare practitioners	Lower	40%	7%
768	Exercise Physiologists Healthcare practitioners	Lower	39%	7%
769	Physical Medicine and Rehabilitation Physicians Healthcare practitioners	Lower	38%	7%
770	Veterinarians Healthcare practitioners	Lower	38%	7%
771	Medical and Clinical Laboratory Technicians Healthcare practitioners	Lower	35%	7%
772	Animal Caretakers Personal care & service	Lower	31%	7%
773	Gambling and Sports Book Writers and Runners Personal care & service	Lower	28%	7%
774	Skincare Specialists Personal care & service	Lower	28%	7%
775	Motion Picture Projectionists Personal care & service	Lower	23%	7%
776	Watch and Clock Repairers Installation, maintenance & repair	Lower	23%	7%
777	Weatherization Installers and Technicians Construction & extraction	Lower	22%	7%
778	Carpenters Construction & extraction	Lower	20%	7%
779	Elevator and Escalator Installers and Repairers Construction & extraction	Lower	19%	7%
780	Maintenance and Repair Workers, General Installation, maintenance & repair	Lower	19%	7%
781	Outdoor Power Equipment and Other Small Engine Mechanics Installation, maintenance & repair	Lower	19%	7%
782	Home Appliance Repairers Installation, maintenance & repair	Lower	18%	7%
783	Bicycle Repairers Installation, maintenance & repair	Lower	17%	7%
784	Electricians Construction & extraction	Lower	17%	7%
785	Plumbers, Pipefitters, and Steamfitters Construction & extraction	Lower	14%	7%
786	Radio, Cellular, and Tower Equipment Installers and Repairers Installation, maintenance & repair	Lower	14%	7%
787	Athletic Trainers Healthcare practitioners	Lower	39%	6%
788	Dentists, General Healthcare practitioners	Lower	37%	6%
789	Histotechnologists Healthcare practitioners	Lower	37%	6%
790	Low Vision Therapists, Orientation and Mobility Specialists, and Vision Rehabilitation Therapists Healthcare practitioners	Lower	37%	6%
791	Licensed Practical and Licensed Vocational Nurses Healthcare practitioners	Lower	35%	6%
792	Medical and Clinical Laboratory Technologists Healthcare practitioners	Lower	33%	6%
793	Hearing Aid Specialists Healthcare practitioners	Lower	32%	6%
794	Barbers Personal care & service	Lower	20%	6%
795	Morticians, Undertakers, and Funeral Arrangers Personal care & service	Lower	20%	6%
796	Baggage Porters and Bellhops Personal care & service	Lower	19%	6%
797	Earth Drillers, Except Oil and Gas Construction & extraction	Lower	16%	6%
798	Mechanical Door Repairers Installation, maintenance & repair	Lower	16%	6%
799	Aircraft Mechanics and Service Technicians Installation, maintenance & repair	Lower	15%	6%
800	Control and Valve Installers and Repairers, Except Mechanical Door Installation, maintenance & repair	Lower	15%	6%
801	Electronic Equipment Installers and Repairers, Motor Vehicles Installation, maintenance & repair	Lower	15%	6%
802	Maintenance Workers, Machinery Installation, maintenance & repair	Lower	15%	6%
803	Explosives Workers, Ordnance Handling Experts, and Blasters Construction & extraction	Lower	13%	6%
804	Glaziers Construction & extraction	Lower	13%	6%
805	Marriage and Family Therapists Community & social service	Lower	13%	6%
806	Mobile Heavy Equipment Mechanics, Except Engines Installation, maintenance & repair	Lower	13%	6%
807	Floor Sanders and Finishers Construction & extraction	Lower	12%	6%
808	Heating, Air Conditioning, and Refrigeration Mechanics and Installers Installation, maintenance & repair	Lower	12%	6%
809	Reinforcing Iron and Rebar Workers Construction & extraction	Lower	12%	6%
810	Rock Splitters, Quarry Construction & extraction	Lower	12%	6%
811	Tile and Stone Setters Construction & extraction	Lower	12%	6%
812	Automotive Service Technicians and Mechanics Installation, maintenance & repair	Lower	11%	6%
813	Commercial Divers Installation, maintenance & repair	Lower	11%	6%
814	Farm Equipment Mechanics and Service Technicians Installation, maintenance & repair	Lower	11%	6%
815	Hazardous Materials Removal Workers Construction & extraction	Lower	11%	6%
816	Rail Car Repairers Installation, maintenance & repair	Lower	11%	6%
817	Sheet Metal Workers Construction & extraction	Lower	11%	6%
818	Carpet Installers Construction & extraction	Lower	10%	6%
819	Electric Motor, Power Tool, and Related Repairers Installation, maintenance & repair	Lower	10%	6%
820	Construction Laborers Construction & extraction	Lower	8%	6%
821	Insulation Workers, Floor, Ceiling, and Wall Construction & extraction	Lower	8%	6%
822	Septic Tank Servicers and Sewer Pipe Cleaners Construction & extraction	Lower	8%	6%
823	Solar Thermal Installers and Technicians Construction & extraction	Lower	8%	6%
824	Automotive Body and Related Repairers Installation, maintenance & repair	Lower	7%	6%
825	Drywall and Ceiling Tile Installers Construction & extraction	Lower	7%	6%
826	Insulation Workers, Mechanical Construction & extraction	Lower	7%	6%
827	Locksmiths and Safe Repairers Installation, maintenance & repair	Lower	7%	6%
828	Manufactured Building and Mobile Home Installers Installation, maintenance & repair	Lower	7%	6%
829	Segmental Pavers Construction & extraction	Lower	7%	6%
830	Signal and Track Switch Repairers Installation, maintenance & repair	Lower	7%	6%
831	Wind Turbine Service Technicians Installation, maintenance & repair	Lower	7%	6%
832	Brickmasons and Blockmasons Construction & extraction	Lower	6%	6%
833	Operating Engineers and Other Construction Equipment Operators Construction & extraction	Lower	6%	6%
834	Pipelayers Construction & extraction	Lower	6%	6%
835	Roofers Construction & extraction	Lower	6%	6%
836	Boilermakers Construction & extraction	Lower	5%	6%
837	Helpers--Installation, Maintenance, and Repair Workers Installation, maintenance & repair	Lower	5%	6%
838	Structural Iron and Steel Workers Construction & extraction	Lower	5%	6%
839	Paperhangers Construction & extraction	Lower	4%	6%
840	Orthotists and Prosthetists Healthcare practitioners	Lower	33%	5%
841	Anesthesiologist Assistants Healthcare practitioners	Lower	27%	5%
842	Nurse Anesthetists Healthcare practitioners	Lower	27%	5%
843	Dental Hygienists Healthcare practitioners	Lower	26%	5%
844	Respiratory Therapists Healthcare practitioners	Lower	26%	5%
845	Physical Therapists Healthcare practitioners	Lower	25%	5%
846	Amusement and Recreation Attendants Personal care & service	Lower	21%	5%
847	Childcare Workers Personal care & service	Lower	16%	5%
848	Funeral Attendants Personal care & service	Lower	16%	5%
849	Ushers, Lobby Attendants, and Ticket Takers Personal care & service	Lower	15%	5%
850	Nannies Personal care & service	Lower	14%	5%
851	Shampooers Personal care & service	Lower	13%	5%
852	Animal Trainers Personal care & service	Lower	12%	5%
853	Gambling Dealers Personal care & service	Lower	12%	5%
854	Manicurists and Pedicurists Personal care & service	Lower	10%	5%
855	Hairdressers, Hairstylists, and Cosmetologists Personal care & service	Lower	9%	5%
856	Crematory Operators Personal care & service	Lower	7%	5%
857	Motorboat Mechanics and Service Technicians Installation, maintenance & repair	Lower	7%	5%
858	Plasterers and Stucco Masons Construction & extraction	Lower	7%	5%
859	Recreational Vehicle Service Technicians Installation, maintenance & repair	Lower	6%	5%
860	Service Unit Operators, Oil and Gas Construction & extraction	Lower	6%	5%
861	Fence Erectors Construction & extraction	Lower	5%	5%
862	Painters, Construction and Maintenance Construction & extraction	Lower	5%	5%
863	Rotary Drill Operators, Oil and Gas Construction & extraction	Lower	5%	5%
864	Millwrights Installation, maintenance & repair	Lower	4%	5%
865	Highway Maintenance Workers Construction & extraction	Lower	3%	5%
866	Musical Instrument Repairers and Tuners Installation, maintenance & repair	Lower	3%	5%
867	Telecommunications Line Installers and Repairers Installation, maintenance & repair	Lower	3%	5%
868	Helpers--Electricians Construction & extraction	Lower	2%	5%
869	Loading and Moving Machine Operators, Underground Mining Construction & extraction	Lower	2%	5%
870	Automotive Glass Installers and Repairers Installation, maintenance & repair	Lower	0%	5%
871	Bus and Truck Mechanics and Diesel Engine Specialists Installation, maintenance & repair	Lower	0%	5%
872	Cement Masons and Concrete Finishers Construction & extraction	Lower	0%	5%
873	Continuous Mining Machine Operators Construction & extraction	Lower	0%	5%
874	Derrick Operators, Oil and Gas Construction & extraction	Lower	0%	5%
875	Electrical Power-Line Installers and Repairers Installation, maintenance & repair	Lower	0%	5%
876	Excavating and Loading Machine and Dragline Operators, Surface Mining Construction & extraction	Lower	0%	5%
877	Floor Layers, Except Carpet, Wood, and Hard Tiles Construction & extraction	Lower	0%	5%
878	Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters Construction & extraction	Lower	0%	5%
879	Helpers--Carpenters Construction & extraction	Lower	0%	5%
880	Helpers--Extraction Workers Construction & extraction	Lower	0%	5%
881	Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons Construction & extraction	Lower	0%	5%
882	Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters Construction & extraction	Lower	0%	5%
883	Helpers--Roofers Construction & extraction	Lower	0%	5%
884	Motorcycle Mechanics Installation, maintenance & repair	Lower	0%	5%
885	Paving, Surfacing, and Tamping Equipment Operators Construction & extraction	Lower	0%	5%
886	Pile Driver Operators Construction & extraction	Lower	0%	5%
887	Rail-Track Laying and Maintenance Equipment Operators Construction & extraction	Lower	0%	5%
888	Refractory Materials Repairers, Except Brickmasons Installation, maintenance & repair	Lower	0%	5%
889	Riggers Installation, maintenance & repair	Lower	0%	5%
890	Roof Bolters, Mining Construction & extraction	Lower	0%	5%
891	Roustabouts, Oil and Gas Construction & extraction	Lower	0%	5%
892	Stonemasons Construction & extraction	Lower	0%	5%
893	Tapers Construction & extraction	Lower	0%	5%
894	Terrazzo Workers and Finishers Construction & extraction	Lower	0%	5%
895	Tire Repairers and Changers Installation, maintenance & repair	Lower	0%	5%
896	Dental Assistants Healthcare support	Lower	34%	4%
897	Occupational Therapy Assistants Healthcare support	Lower	30%	4%
898	Veterinary Assistants and Laboratory Animal Caretakers Healthcare support	Lower	28%	4%
899	Emergency Medical Technicians Healthcare practitioners	Lower	22%	4%
900	Veterinary Technologists and Technicians Healthcare practitioners	Lower	22%	4%
901	Histology Technicians Healthcare practitioners	Lower	20%	4%
902	Paramedics Healthcare practitioners	Lower	20%	4%
903	Psychiatric Technicians Healthcare practitioners	Lower	19%	4%
904	Locker Room, Coatroom, and Dressing Room Attendants Personal care & service	Lower	6%	4%
905	Embalmers Personal care & service	Lower	4%	4%
906	Exercise Trainers and Group Fitness Instructors Personal care & service	Lower	2%	4%
907	Personal Care Aides Healthcare support	Lower	24%	3%
908	Occupational Therapy Aides Healthcare support	Lower	23%	3%
909	Physical Therapist Aides Healthcare support	Lower	21%	3%
910	Phlebotomists Healthcare support	Lower	19%	3%
911	Physical Therapist Assistants Healthcare support	Lower	18%	3%
912	Acupuncturists Healthcare practitioners	Lower	15%	3%
913	Endoscopy Technicians Healthcare support	Lower	14%	3%
914	Medical Equipment Preparers Healthcare support	Lower	13%	3%
915	Nursing Assistants Healthcare support	Lower	13%	3%
916	Psychiatric Aides Healthcare support	Lower	12%	3%
917	Surgical Technologists Healthcare practitioners	Lower	8%	3%
918	Home Health Aides Healthcare support	Lower	7%	3%
919	Massage Therapists Healthcare support	Lower	7%	3%
920	Prosthodontists Healthcare practitioners	Lower	7%	3%
921	Oral and Maxillofacial Surgeons Healthcare practitioners	Lower	6%	3%
922	Surgical Assistants Healthcare practitioners	Lower	6%	3%
923	Orderlies Healthcare support	Lower	0%	3%