オックスフォード大学のコンピュータリゼーションに影響を受けない未来の仕事
“The Future of Employment: How Susceptible are Jobs to Computerisation?” OMS working paper by Dr. Carl Benedikt Frey & Michael A. Osborne
コンピュータリゼーションに影響を受けない仕事ベスト20
1. 0.0028 29-1125 Recreational Therapists
2. 0.003 49-1011 First-Line Supervisors of Mechanics, Installers, and Repairers
3. 0.003 11-9161 Emergency Management Directors
4. 0.0031 21-1023 Mental Health and Substance Abuse Social Workers
5. 0.0033 29-1181 Audiologists
6. 0.0035 29-1122 Occupational Therapists
7. 0.0035 29-2091 Orthotists and Prosthetists
8. 0.0035 21-1022 Healthcare Social Workers
9. 0.0036 29-1022 Oral and Maxillofacial Surgeons
10. 0.0036 33-1021 First-Line Supervisors of Fire Fighting and Prevention Workers
11. 0.0039 29-1031 Dietitians and Nutritionists
12. 0.0039 11-9081 Lodging Managers
13. 0.004 27-2032 Choreographers
14. 0.0041 41-9031 Sales Engineers
15. 0.0042 0 29-1060 Physicians and Surgeons
16. 0.0042 25-9031 Instructional Coordinators
17. 0.0043 19-3039 Psychologists, All Other
18. 0.0044 33-1012 First-Line Supervisors of Police and Detectives
19. 0.0044 0 29-1021 Dentists, General
20. 0.0044 25-2021 Elementary School Teachers, Except Special Education
そして、コンピュータリゼーションの影響を受ける仕事ワースト20
682. 0.98 51-9194 Etchers and Engravers
683. 0.98 43-3071 Tellers
684. 0.98 27-2023 Umpires, Referees, and Other Sports Officials
685. 0.98 13-1032 Insurance Appraisers, Auto Damage
686. 0.98 1 13-2072 Loan Officers
687. 0.98 43-4151 Order Clerks
688. 0.98 43-4011 Brokerage Clerks
689. 0.98 43-9041 Insurance Claims and Policy Processing Clerks
690. 0.98 51-2093 Timing Device Assemblers and Adjusters
691. 0.99 1 43-9021 Data Entry Keyers
692. 0.99 25-4031 Library Technicians
693. 0.99 43-4141 New Accounts Clerks
694. 0.99 51-9151 Photographic Process Workers and Processing Machine Operators
695. 0.99 13-2082 Tax Preparers
696. 0.99 43-5011 Cargo and Freight Agents
697. 0.99 49-9064 Watch Repairers
698. 0.99 1 13-2053 Insurance Underwriters
699. 0.99 15-2091 Mathematical Technicians
700. 0.99 51-6051 Sewers, Hand
701. 0.99 23-2093 Title Examiners, Abstractors, and Searchers
702. 0.99 41-9041 Telemarketers
産業社会・労働市場の未来の姿と求められる人材像
平成２６年７月２３日 内閣府
http://www5.cao.go.jp/keizai-shimon/kaigi/special/future/wg2/0723/shiryou_03.pdf
The table below ranks occupations according to their probability of computerisation
(from least- to most-computerisable). Those occupations used as training
data are labelled as either ‘0’ (not computerisable) or ‘1’ (computerisable), respectively.
There are 70 such occupations, 10 percent of the total number of
occupations.
Computerisable
Rank Probability Label SOC code Occupation
1. 0.0028 29-1125 Recreational Therapists
2. 0.003 49-1011 First-Line Supervisors of Mechanics, Installers, and Repairers
3. 0.003 11-9161 Emergency Management Directors
4. 0.0031 21-1023 Mental Health and Substance Abuse Social Workers
5. 0.0033 29-1181 Audiologists
6. 0.0035 29-1122 Occupational Therapists
7. 0.0035 29-2091 Orthotists and Prosthetists
8. 0.0035 21-1022 Healthcare Social Workers
9. 0.0036 29-1022 Oral and Maxillofacial Surgeons
10. 0.0036 33-1021 First-Line Supervisors of Fire Fighting and Prevention Workers
11. 0.0039 29-1031 Dietitians and Nutritionists
12. 0.0039 11-9081 Lodging Managers
13. 0.004 27-2032 Choreographers
14. 0.0041 41-9031 Sales Engineers
15. 0.0042 0 29-1060 Physicians and Surgeons
16. 0.0042 25-9031 Instructional Coordinators
17. 0.0043 19-3039 Psychologists, All Other
18. 0.0044 33-1012 First-Line Supervisors of Police and Detectives
19. 0.0044 0 29-1021 Dentists, General
20. 0.0044 25-2021 Elementary School Teachers, Except Special Education
21. 0.0045 19-1042 Medical Scientists, Except Epidemiologists
22. 0.0046 11-9032 Education Administrators, Elementary and Secondary School
23. 0.0046 29-1081 Podiatrists
24. 0.0047 19-3031 Clinical, Counseling, and School Psychologists
25. 0.0048 21-1014 Mental Health Counselors
26. 0.0049 51-6092 Fabric and Apparel Patternmakers
27. 0.0055 27-1027 Set and Exhibit Designers
28. 0.0055 11-3121 Human Resources Managers
29. 0.0061 39-9032 Recreation Workers
30. 0.0063 11-3131 Training and Development Managers
31. 0.0064 29-1127 Speech-Language Pathologists
32. 0.0065 15-1121 Computer Systems Analysts
33. 0.0067 0 11-9151 Social and Community Service Managers
34. 0.0068 25-4012 Curators
35. 0.0071 29-9091 Athletic Trainers
36. 0.0073 11-9111 Medical and Health Services Managers
37. 0.0074 0 25-2011 Preschool Teachers, Except Special Education
38. 0.0075 25-9021 Farm and Home Management Advisors
39. 0.0077 19-3091 Anthropologists and Archeologists
57Computerisable
Rank Probability Label SOC code Occupation
40. 0.0077 25-2054 Special Education Teachers, Secondary School
41. 0.0078 25-2031 Secondary School Teachers, Except Special and Career/Technical Education
42. 0.0081 0 21-2011 Clergy
43. 0.0081 19-1032 Foresters
44. 0.0085 21-1012 Educational, Guidance, School, and Vocational Counselors
45. 0.0088 25-2032 Career/Technical Education Teachers, Secondary School
46. 0.009 0 29-1111 Registered Nurses
47. 0.0094 21-1015 Rehabilitation Counselors
48. 0.0095 25-3999 Teachers and Instructors, All Other
49. 0.0095 19-4092 Forensic Science Technicians
50. 0.01 39-5091 Makeup Artists, Theatrical and Performance
51. 0.01 17-2121 Marine Engineers and Naval Architects
52. 0.01 11-9033 Education Administrators, Postsecondary
53. 0.011 17-2141 Mechanical Engineers
54. 0.012 29-1051 Pharmacists
55. 0.012 13-1081 Logisticians
56. 0.012 19-1022 Microbiologists
57. 0.012 19-3032 Industrial-Organizational Psychologists
58. 0.013 27-2022 Coaches and Scouts
59. 0.013 11-2022 Sales Managers
60. 0.014 19-2043 Hydrologists
61. 0.014 11-2021 Marketing Managers
62. 0.014 0 21-1013 Marriage and Family Therapists
63. 0.014 17-2199 Engineers, All Other
64. 0.014 13-1151 Training and Development Specialists
65. 0.014 43-1011 First-Line Supervisors of Office and Administrative Support Workers
66. 0.015 19-1029 Biological Scientists, All Other
67. 0.015 11-2031 Public Relations and Fundraising Managers
68. 0.015 27-1014 Multimedia Artists and Animators
69. 0.015 15-1111 Computer and Information Research Scientists
70. 0.015 0 11-1011 Chief Executives
71. 0.015 0 11-9031 Education Administrators, Preschool and Childcare Center/Program
72. 0.015 27-2041 Music Directors and Composers
73. 0.016 51-1011 First-Line Supervisors of Production and Operating Workers
74. 0.016 41-3031 Securities, Commodities, and Financial Services Sales Agents
75. 0.016 19-1031 Conservation Scientists
76. 0.016 25-2053 Special Education Teachers, Middle School
77. 0.017 17-2041 Chemical Engineers
78. 0.017 11-9041 Architectural and Engineering Managers
79. 0.017 17-2011 Aerospace Engineers
80. 0.018 11-9121 Natural Sciences Managers
81. 0.018 17-2081 Environmental Engineers
82. 0.018 17-1011 Architects, Except Landscape and Naval
83. 0.018 31-2021 Physical Therapist Assistants
84. 0.019 0 17-2051 Civil Engineers
85. 0.02 29-1199 Health Diagnosing and Treating Practitioners, All Other
86. 0.021 19-1013 Soil and Plant Scientists
87. 0.021 19-2032 Materials Scientists
58Computerisable
Rank Probability Label SOC code Occupation
88. 0.021 17-2131 Materials Engineers
89. 0.021 0 27-1022 Fashion Designers
90. 0.021 29-1123 Physical Therapists
91. 0.021 27-4021 Photographers
92. 0.022 27-2012 Producers and Directors
93. 0.022 27-1025 Interior Designers
94. 0.023 29-1023 Orthodontists
95. 0.023 27-1011 Art Directors
96. 0.025 33-1011 First-Line Supervisors of Correctional Officers
97. 0.025 21-2021 Directors, Religious Activities and Education
98. 0.025 17-2072 Electronics Engineers, Except Computer
99. 0.027 19-1021 Biochemists and Biophysicists
100. 0.027 29-1011 Chiropractors
101. 0.028 31-2011 Occupational Therapy Assistants
102. 0.028 21-1021 Child, Family, and School Social Workers
103. 0.028 17-2111 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors
104. 0.029 17-2112 Industrial Engineers
105. 0.029 53-1031 First-Line Supervisors of Transportation and Material-Moving Machine
and Vehicle Operators
106. 0.029 29-2056 Veterinary Technologists and Technicians
107. 0.03 11-3051 Industrial Production Managers
108. 0.03 17-3026 Industrial Engineering Technicians
109. 0.03 15-1142 Network and Computer Systems Administrators
110. 0.03 15-1141 Database Administrators
111. 0.03 11-3061 Purchasing Managers
112. 0.032 25-1000 Postsecondary Teachers
113. 0.033 19-2041 Environmental Scientists and Specialists, Including Health
114. 0.033 0 21-1011 Substance Abuse and Behavioral Disorder Counselors
115. 0.035 0 23-1011 Lawyers
116. 0.035 27-1012 Craft Artists
117. 0.035 15-2031 Operations Research Analysts
118. 0.035 11-3021 Computer and Information Systems Managers
119. 0.037 27-1021 Commercial and Industrial Designers
120. 0.037 17-2031 Biomedical Engineers
121. 0.037 0 13-1121 Meeting, Convention, and Event Planners
122. 0.038 29-1131 Veterinarians
123. 0.038 27-3043 Writers and Authors
124. 0.039 11-2011 Advertising and Promotions Managers
125. 0.039 19-3094 Political Scientists
126. 0.04 13-2071 Credit Counselors
127. 0.04 19-3099 Social Scientists and Related Workers, All Other
128. 0.041 19-2011 Astronomers
129. 0.041 53-5031 Ship Engineers
130. 0.042 15-1132 Software Developers, Applications
131. 0.042 27-1013 Fine Artists, Including Painters, Sculptors, and Illustrators
132. 0.043 29-2053 Psychiatric Technicians
133. 0.045 0 17-1012 Landscape Architects
134. 0.045 21-1091 Health Educators
59Computerisable
Rank Probability Label SOC code Occupation
135. 0.047 15-2021 Mathematicians
136. 0.047 27-1023 Floral Designers
137. 0.047 11-9013 Farmers, Ranchers, and Other Agricultural Managers
138. 0.048 33-2022 Forest Fire Inspectors and Prevention Specialists
139. 0.049 29-2041 Emergency Medical Technicians and Paramedics
140. 0.055 27-3041 Editors
141. 0.055 29-1024 Prosthodontists
142. 0.055 0 29-9799 Healthcare Practitioners and Technical Workers, All Other
143. 0.057 39-7012 Travel Guides
144. 0.058 29-2061 Licensed Practical and Licensed Vocational Nurses
145. 0.059 19-3041 Sociologists
146. 0.06 23-1022 Arbitrators, Mediators, and Conciliators
147. 0.061 19-1011 Animal Scientists
148. 0.064 39-9041 Residential Advisors
149. 0.066 53-1011 Aircraft Cargo Handling Supervisors
150. 0.066 29-1126 Respiratory Therapists
151. 0.067 27-3021 Broadcast News Analysts
152. 0.069 11-3031 Financial Managers
153. 0.07 17-2161 Nuclear Engineers
154. 0.071 11-9021 Construction Managers
155. 0.074 27-2042 Musicians and Singers
156. 0.075 41-1012 First-Line Supervisors of Non-Retail Sales Workers
157. 0.076 39-1021 First-Line Supervisors of Personal Service Workers
158. 0.077 19-1012 Food Scientists and Technologists
159. 0.08 0 13-1041 Compliance Officers
160. 0.08 33-3031 Fish and Game Wardens
161. 0.082 27-1024 Graphic Designers
162. 0.083 11-9051 Food Service Managers
163. 0.084 0 39-9011 Childcare Workers
164. 0.085 39-9031 Fitness Trainers and Aerobics Instructors
165. 0.091 11-9071 Gaming Managers
166. 0.097 49-9051 Electrical Power-Line Installers and Repairers
167. 0.098 33-3051 Police and Sheriff’s Patrol Officers
168. 0.099 41-3041 Travel Agents
169. 0.1 0 35-1011 Chefs and Head Cooks
170. 0.1 39-2011 Animal Trainers
171. 0.1 27-3011 Radio and Television Announcers
172. 0.1 0 17-2071 Electrical Engineers
173. 0.1 19-2031 Chemists
174. 0.1 29-2054 Respiratory Therapy Technicians
175. 0.1 0 19-2012 Physicists
176. 0.11 0 39-5012 Hairdressers, Hairstylists, and Cosmetologists
177. 0.11 27-3022 Reporters and Correspondents
178. 0.11 53-2021 Air Traffic Controllers
179. 0.13 27-2031 Dancers
180. 0.13 29-2033 Nuclear Medicine Technologists
181. 0.13 15-1133 Software Developers, Systems Software
182. 0.13 13-1111 Management Analysts
183. 0.13 29-2051 Dietetic Technicians
60Computerisable
Rank Probability Label SOC code Occupation
184. 0.13 19-3051 Urban and Regional Planners
185. 0.13 21-1093 Social and Human Service Assistants
186. 0.13 25-3021 Self-Enrichment Education Teachers
187. 0.13 27-4014 Sound Engineering Technicians
188. 0.14 29-1041 Optometrists
189. 0.14 17-2151 Mining and Geological Engineers, Including Mining Safety Engineers
190. 0.14 29-1071 Physician Assistants
191. 0.15 25-2012 Kindergarten Teachers, Except Special Education
192. 0.15 47-2111 Electricians
193. 0.16 17-2171 Petroleum Engineers
194. 0.16 43-9031 Desktop Publishers
195. 0.16 11-1021 General and Operations Managers
196. 0.17 29-9011 Occupational Health and Safety Specialists
197. 0.17 33-2011 Firefighters
198. 0.17 13-2061 Financial Examiners
199. 0.17 47-1011 First-Line Supervisors of Construction Trades and Extraction Workers
200. 0.17 25-2022 Middle School Teachers, Except Special and Career/Technical Education
201. 0.18 27-3031 Public Relations Specialists
202. 0.18 49-9092 Commercial Divers
203. 0.18 49-9095 Manufactured Building and Mobile Home Installers
204. 0.18 53-2011 Airline Pilots, Copilots, and Flight Engineers
205. 0.19 25-3011 Adult Basic and Secondary Education and Literacy Teachers and Instructors
206. 0.2 19-1041 Epidemiologists
207. 0.2 39-4831 Funeral Service Managers, Directors, Morticians, and Undertakers
208. 0.21 15-1179 Information Security Analysts, Web Developers, and Computer Network
Architects
209. 0.21 15-2011 Actuaries
210. 0.21 33-9011 Animal Control Workers
211. 0.21 0 39-6012 Concierges
212. 0.22 15-1799 Computer Occupations, All Other
213. 0.22 15-2041 Statisticians
214. 0.22 17-2061 Computer Hardware Engineers
215. 0.23 19-3022 Survey Researchers
216. 0.23 13-1199 Business Operations Specialists, All Other
217. 0.23 13-2051 Financial Analysts
218. 0.23 29-2037 Radiologic Technologists and Technicians
219. 0.23 29-2031 Cardiovascular Technologists and Technicians
220. 0.24 13-1011 Agents and Business Managers of Artists, Performers, and Athletes
221. 0.24 17-3029 Engineering Technicians, Except Drafters, All Other
222. 0.25 19-3092 Geographers
223. 0.25 29-9012 Occupational Health and Safety Technicians
224. 0.25 21-1092 Probation Officers and Correctional Treatment Specialists
225. 0.25 17-3025 Environmental Engineering Technicians
226. 0.25 11-9199 Managers, All Other
227. 0.25 53-3011 Ambulance Drivers and Attendants, Except Emergency Medical Technicians
228. 0.25 41-4011 Sales Representatives, Wholesale and Manufacturing, Technical and
Scientific Products
61Computerisable
Rank Probability Label SOC code Occupation
229. 0.26 25-2023 Career/Technical Education Teachers, Middle School
230. 0.27 53-5021 Captains, Mates, and Pilots of Water Vessels
231. 0.27 31-2012 Occupational Therapy Aides
232. 0.27 49-9062 Medical Equipment Repairers
233. 0.28 41-1011 First-Line Supervisors of Retail Sales Workers
234. 0.28 0 27-2021 Athletes and Sports Competitors
235. 0.28 39-1011 Gaming Supervisors
236. 0.29 39-5094 Skincare Specialists
237. 0.29 13-1022 Wholesale and Retail Buyers, Except Farm Products
238. 0.3 19-4021 Biological Technicians
239. 0.3 31-9092 Medical Assistants
240. 0.3 0 19-1023 Zoologists and Wildlife Biologists
241. 0.3 35-2013 Cooks, Private Household
242. 0.31 13-1078 Human Resources, Training, and Labor Relations Specialists, All Other
243. 0.31 33-9021 Private Detectives and Investigators
244. 0.31 27-4032 Film and Video Editors
245. 0.33 13-2099 Financial Specialists, All Other
246. 0.34 33-3021 Detectives and Criminal Investigators
247. 0.34 29-2055 Surgical Technologists
248. 0.34 29-1124 Radiation Therapists
249. 0.35 0 47-2152 Plumbers, Pipefitters, and Steamfitters
250. 0.35 0 53-2031 Flight Attendants
251. 0.35 29-2032 Diagnostic Medical Sonographers
252. 0.36 33-3011 Bailiffs
253. 0.36 51-4012 Computer Numerically Controlled Machine Tool Programmers, Metal
and Plastic
254. 0.36 49-2022 Telecommunications Equipment Installers and Repairers, Except Line
Installers
255. 0.37 51-9051 Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
256. 0.37 53-7061 Cleaners of Vehicles and Equipment
257. 0.37 39-4021 Funeral Attendants
258. 0.37 47-5081 Helpers–Extraction Workers
259. 0.37 27-2011 Actors
260. 0.37 53-7111 Mine Shuttle Car Operators
261. 0.38 49-2095 Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
262. 0.38 1 17-1022 Surveyors
263. 0.38 17-3027 Mechanical Engineering Technicians
264. 0.38 53-7064 Packers and Packagers, Hand
265. 0.38 27-3091 Interpreters and Translators
266. 0.39 31-1011 Home Health Aides
267. 0.39 51-6093 Upholsterers
268. 0.39 47-4021 Elevator Installers and Repairers
269. 0.39 43-3041 Gaming Cage Workers
270. 0.39 25-9011 Audio-Visual and Multimedia Collections Specialists
271. 0.4 0 23-1023 Judges, Magistrate Judges, and Magistrates
272. 0.4 49-3042 Mobile Heavy Equipment Mechanics, Except Engines
273. 0.4 29-2799 Health Technologists and Technicians, All Other
274. 0.41 45-2041 Graders and Sorters, Agricultural Products
62Computerisable
Rank Probability Label SOC code Occupation
275. 0.41 51-2041 Structural Metal Fabricators and Fitters
276. 0.41 1 23-1012 Judicial Law Clerks
277. 0.41 49-2094 Electrical and Electronics Repairers, Commercial and Industrial Equipment
278. 0.42 19-4093 Forest and Conservation Technicians
279. 0.42 53-1021 First-Line Supervisors of Helpers, Laborers, and Material Movers,
Hand
280. 0.43 39-3093 Locker Room, Coatroom, and Dressing Room Attendants
281. 0.43 19-2099 Physical Scientists, All Other
282. 0.43 0 19-3011 Economists
283. 0.44 19-3093 Historians
284. 0.45 51-9082 Medical Appliance Technicians
285. 0.46 43-4031 Court, Municipal, and License Clerks
286. 0.47 13-1141 Compensation, Benefits, and Job Analysis Specialists
287. 0.47 31-1013 Psychiatric Aides
288. 0.47 29-2012 Medical and Clinical Laboratory Technicians
289. 0.48 33-2021 Fire Inspectors and Investigators
290. 0.48 17-3021 Aerospace Engineering and Operations Technicians
291. 0.48 27-1026 Merchandise Displayers and Window Trimmers
292. 0.48 47-5031 Explosives Workers, Ordnance Handling Experts, and Blasters
293. 0.48 15-1131 Computer Programmers
294. 0.49 33-9091 Crossing Guards
295. 0.49 17-2021 Agricultural Engineers
296. 0.49 47-5061 Roof Bolters, Mining
297. 0.49 49-9052 Telecommunications Line Installers and Repairers
298. 0.49 43-5031 Police, Fire, and Ambulance Dispatchers
299. 0.5 53-7033 Loading Machine Operators, Underground Mining
300. 0.5 49-9799 Installation, Maintenance, and Repair Workers, All Other
301. 0.5 23-2091 Court Reporters
302. 0.51 41-9011 Demonstrators and Product Promoters
303. 0.51 31-9091 Dental Assistants
304. 0.52 51-6041 Shoe and Leather Workers and Repairers
305. 0.52 17-3011 Architectural and Civil Drafters
306. 0.53 47-5012 Rotary Drill Operators, Oil and Gas
307. 0.53 47-4041 Hazardous Materials Removal Workers
308. 0.54 39-4011 Embalmers
309. 0.54 47-5041 Continuous Mining Machine Operators
310. 0.54 39-1012 Slot Supervisors
311. 0.54 31-9011 Massage Therapists
312. 0.54 41-3011 Advertising Sales Agents
313. 0.55 49-3022 Automotive Glass Installers and Repairers
314. 0.55 53-2012 Commercial Pilots
315. 0.55 43-4051 Customer Service Representatives
316. 0.55 27-4011 Audio and Video Equipment Technicians
317. 0.56 25-9041 Teacher Assistants
318. 0.57 45-1011 First-Line Supervisors of Farming, Fishing, and Forestry Workers
319. 0.57 19-4031 Chemical Technicians
320. 0.57 47-3015 Helpers–Pipelayers, Plumbers, Pipefitters, and Steamfitters
321. 0.57 1 13-1051 Cost Estimators
63Computerisable
Rank Probability Label SOC code Occupation
322. 0.57 33-3052 Transit and Railroad Police
323. 0.57 37-1012 First-Line Supervisors of Landscaping, Lawn Service, and
Groundskeeping Workers
324. 0.58 13-2052 Personal Financial Advisors
325. 0.59 49-9044 Millwrights
326. 0.59 25-4013 Museum Technicians and Conservators
327. 0.59 47-5042 Mine Cutting and Channeling Machine Operators
328. 0.59 0 11-3071 Transportation, Storage, and Distribution Managers
329. 0.59 49-3092 Recreational Vehicle Service Technicians
330. 0.59 49-3023 Automotive Service Technicians and Mechanics
331. 0.6 33-3012 Correctional Officers and Jailers
332. 0.6 27-4031 Camera Operators, Television, Video, and Motion Picture
333. 0.6 51-3023 Slaughterers and Meat Packers
334. 0.61 49-2096 Electronic Equipment Installers and Repairers, Motor Vehicles
335. 0.61 31-2022 Physical Therapist Aides
336. 0.61 39-3092 Costume Attendants
337. 0.61 1 13-1161 Market Research Analysts and Marketing Specialists
338. 0.61 43-4181 Reservation and Transportation Ticket Agents and Travel Clerks
339. 0.61 51-8031 Water and Wastewater Treatment Plant and System Operators
340. 0.61 19-4099 Life, Physical, and Social Science Technicians, All Other
341. 0.61 51-3093 Food Cooking Machine Operators and Tenders
342. 0.61 51-4122 Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders
343. 0.62 1 53-5022 Motorboat Operators
344. 0.62 47-2082 Tapers
345. 0.62 47-2151 Pipelayers
346. 0.63 19-2042 Geoscientists, Except Hydrologists and Geographers
347. 0.63 49-9012 Control and Valve Installers and Repairers, Except Mechanical Door
348. 0.63 31-9799 Healthcare Support Workers, All Other
349. 0.63 35-1012 First-Line Supervisors of Food Preparation and Serving Workers
350. 0.63 47-4011 Construction and Building Inspectors
351. 0.64 51-9031 Cutters and Trimmers, Hand
352. 0.64 49-9071 Maintenance and Repair Workers, General
353. 0.64 23-1021 Administrative Law Judges, Adjudicators, and Hearing Officers
354. 0.64 43-5081 Stock Clerks and Order Fillers
355. 0.64 51-8012 Power Distributors and Dispatchers
356. 0.64 47-2132 Insulation Workers, Mechanical
357. 0.65 19-4061 Social Science Research Assistants
358. 0.65 51-4041 Machinists
359. 0.65 15-1150 Computer Support Specialists
360. 0.65 25-4021 Librarians
361. 0.65 49-2097 Electronic Home Entertainment Equipment Installers and Repairers
362. 0.65 49-9021 Heating, Air Conditioning, and Refrigeration Mechanics and Installers
363. 0.65 53-7041 Hoist and Winch Operators
364. 0.66 37-2021 Pest Control Workers
365. 0.66 51-9198 Helpers–Production Workers
366. 0.66 43-9111 Statistical Assistants
367. 0.66 37-2011 Janitors and Cleaners, Except Maids and Housekeeping Cleaners
368. 0.66 49-3051 Motorboat Mechanics and Service Technicians
64Computerisable
Rank Probability Label SOC code Occupation
369. 0.67 51-9196 Paper Goods Machine Setters, Operators, and Tenders
370. 0.67 51-4071 Foundry Mold and Coremakers
371. 0.67 19-2021 Atmospheric and Space Scientists
372. 0.67 1 53-3021 Bus Drivers, Transit and Intercity
373. 0.67 33-9092 Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers
374. 0.67 49-9041 Industrial Machinery Mechanics
375. 0.68 43-5052 Postal Service Mail Carriers
376. 0.68 47-5071 Roustabouts, Oil and Gas
377. 0.68 47-2011 Boilermakers
378. 0.68 17-3013 Mechanical Drafters
379. 0.68 29-2021 Dental Hygienists
380. 0.69 1 53-3033 Light Truck or Delivery Services Drivers
381. 0.69 0 37-2012 Maids and Housekeeping Cleaners
382. 0.69 51-9122 Painters, Transportation Equipment
383. 0.7 43-4061 Eligibility Interviewers, Government Programs
384. 0.7 49-3093 Tire Repairers and Changers
385. 0.7 51-3092 Food Batchmakers
386. 0.7 49-2091 Avionics Technicians
387. 0.71 49-3011 Aircraft Mechanics and Service Technicians
388. 0.71 53-2022 Airfield Operations Specialists
389. 0.71 51-8093 Petroleum Pump System Operators, Refinery Operators, and Gaugers
390. 0.71 47-4799 Construction and Related Workers, All Other
391. 0.71 29-2081 Opticians, Dispensing
392. 0.71 51-6011 Laundry and Dry-Cleaning Workers
393. 0.72 39-3091 Amusement and Recreation Attendants
394. 0.72 31-9095 Pharmacy Aides
395. 0.72 47-3016 Helpers–Roofers
396. 0.72 53-7121 Tank Car, Truck, and Ship Loaders
397. 0.72 49-9031 Home Appliance Repairers
398. 0.72 47-2031 Carpenters
399. 0.72 27-3012 Public Address System and Other Announcers
400. 0.73 51-6063 Textile Knitting and Weaving Machine Setters, Operators, and Tenders
401. 0.73 11-3011 Administrative Services Managers
402. 0.73 47-2121 Glaziers
403. 0.73 51-2021 Coil Winders, Tapers, and Finishers
404. 0.73 49-3031 Bus and Truck Mechanics and Diesel Engine Specialists
405. 0.74 49-2011 Computer, Automated Teller, and Office Machine Repairers
406. 0.74 39-9021 Personal Care Aides
407. 0.74 27-4012 Broadcast Technicians
408. 0.74 47-3013 Helpers–Electricians
409. 0.75 11-9131 Postmasters and Mail Superintendents
410. 0.75 47-2044 Tile and Marble Setters
411. 0.75 47-2141 Painters, Construction and Maintenance
412. 0.75 53-6061 Transportation Attendants, Except Flight Attendants
413. 0.75 1 17-3022 Civil Engineering Technicians
414. 0.75 49-3041 Farm Equipment Mechanics and Service Technicians
415. 0.76 25-4011 Archivists
416. 0.76 51-9011 Chemical Equipment Operators and Tenders
65Computerisable
Rank Probability Label SOC code Occupation
417. 0.76 49-2092 Electric Motor, Power Tool, and Related Repairers
418. 0.76 45-4021 Fallers
419. 0.77 19-4091 Environmental Science and Protection Technicians, Including Health
420. 0.77 49-9094 Locksmiths and Safe Repairers
421. 0.77 37-3013 Tree Trimmers and Pruners
422. 0.77 35-3011 Bartenders
423. 0.77 13-1023 Purchasing Agents, Except Wholesale, Retail, and Farm Products
424. 0.77 1 35-9021 Dishwashers
425. 0.77 0 45-3021 Hunters and Trappers
426. 0.78 31-9093 Medical Equipment Preparers
427. 0.78 51-4031 Cutting, Punching, and Press Machine Setters, Operators, and Tenders,
Metal and Plastic
428. 0.78 43-9011 Computer Operators
429. 0.78 51-8092 Gas Plant Operators
430. 0.79 43-5053 Postal Service Mail Sorters, Processors, and Processing Machine Operators
431. 0.79 53-3032 Heavy and Tractor-Trailer Truck Drivers
432. 0.79 39-5093 Shampooers
433. 0.79 47-2081 Drywall and Ceiling Tile Installers
434. 0.79 49-9098 Helpers–Installation, Maintenance, and Repair Workers
435. 0.79 49-3052 Motorcycle Mechanics
436. 0.79 51-2011 Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
437. 0.79 45-4022 Logging Equipment Operators
438. 0.79 47-2042 Floor Layers, Except Carpet, Wood, and Hard Tiles
439. 0.8 39-5011 Barbers
440. 0.8 47-5011 Derrick Operators, Oil and Gas
441. 0.81 1 35-2011 Cooks, Fast Food
442. 0.81 43-9022 Word Processors and Typists
443. 0.81 1 17-3012 Electrical and Electronics Drafters
444. 0.81 17-3024 Electro-Mechanical Technicians
445. 0.81 51-9192 Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders
446. 0.81 11-9141 Property, Real Estate, and Community Association Managers
447. 0.81 43-6013 Medical Secretaries
448. 0.81 51-6021 Pressers, Textile, Garment, and Related Materials
449. 0.82 51-2031 Engine and Other Machine Assemblers
450. 0.82 49-2098 Security and Fire Alarm Systems Installers
451. 0.82 49-9045 Refractory Materials Repairers, Except Brickmasons
452. 0.82 39-2021 Nonfarm Animal Caretakers
453. 0.82 1 47-2211 Sheet Metal Workers
454. 0.82 47-2072 Pile-Driver Operators
455. 0.82 47-2021 Brickmasons and Blockmasons
456. 0.83 45-3011 Fishers and Related Fishing Workers
457. 0.83 47-2221 Structural Iron and Steel Workers
458. 0.83 53-4021 Railroad Brake, Signal, and Switch Operators
459. 0.83 53-4031 Railroad Conductors and Yardmasters
460. 0.83 35-2012 Cooks, Institution and Cafeteria
461. 0.83 53-5011 Sailors and Marine Oilers
462. 0.83 51-9023 Mixing and Blending Machine Setters, Operators, and Tenders
66Computerisable
Rank Probability Label SOC code Occupation
463. 0.83 47-3011 Helpers–Brickmasons, Blockmasons, Stonemasons, and Tile and Marble
Setters
464. 0.83 47-4091 Segmental Pavers
465. 0.83 47-2131 Insulation Workers, Floor, Ceiling, and Wall
466. 0.83 51-5112 Printing Press Operators
467. 0.83 53-6031 Automotive and Watercraft Service Attendants
468. 0.83 47-4071 Septic Tank Servicers and Sewer Pipe Cleaners
469. 0.83 39-6011 Baggage Porters and Bellhops
470. 0.83 41-2012 Gaming Change Persons and Booth Cashiers
471. 0.83 51-4023 Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
472. 0.83 47-2071 Paving, Surfacing, and Tamping Equipment Operators
473. 0.84 51-4111 Tool and Die Makers
474. 0.84 17-3023 Electrical and Electronics Engineering Technicians
475. 0.84 47-2161 Plasterers and Stucco Masons
476. 0.84 51-4192 Layout Workers, Metal and Plastic
477. 0.84 51-4034 Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal
and Plastic
478. 0.84 33-9032 Security Guards
479. 0.84 51-6052 Tailors, Dressmakers, and Custom Sewers
480. 0.84 53-7073 Wellhead Pumpers
481. 0.84 43-9081 Proofreaders and Copy Markers
482. 0.84 33-3041 Parking Enforcement Workers
483. 0.85 53-7062 Laborers and Freight, Stock, and Material Movers, Hand
484. 0.85 41-4012 Sales Representatives, Wholesale and Manufacturing, Except Technical
and Scientific Products
485. 0.85 1 43-5041 Meter Readers, Utilities
486. 0.85 51-8013 Power Plant Operators
487. 0.85 51-8091 Chemical Plant and System Operators
488. 0.85 47-5021 Earth Drillers, Except Oil and Gas
489. 0.85 19-4051 Nuclear Technicians
490. 0.86 43-6011 Executive Secretaries and Executive Administrative Assistants
491. 0.86 51-8099 Plant and System Operators, All Other
492. 0.86 35-3041 Food Servers, Nonrestaurant
493. 0.86 51-7041 Sawing Machine Setters, Operators, and Tenders, Wood
494. 0.86 53-4041 Subway and Streetcar Operators
495. 0.86 31-9096 Veterinary Assistants and Laboratory Animal Caretakers
496. 0.86 51-9032 Cutting and Slicing Machine Setters, Operators, and Tenders
497. 0.86 41-9022 Real Estate Sales Agents
498. 0.86 1 51-4011 Computer-Controlled Machine Tool Operators, Metal and Plastic
499. 0.86 49-9043 Maintenance Workers, Machinery
500. 0.86 43-4021 Correspondence Clerks
501. 0.87 45-2090 Miscellaneous Agricultural Workers
502. 0.87 45-4011 Forest and Conservation Workers
503. 0.87 51-4052 Pourers and Casters, Metal
504. 0.87 47-2041 Carpet Installers
505. 0.87 47-2142 Paperhangers
506. 0.87 13-1021 Buyers and Purchasing Agents, Farm Products
507. 0.87 51-7021 Furniture Finishers
508. 0.87 35-2021 Food Preparation Workers
67Computerisable
Rank Probability Label SOC code Occupation
509. 0.87 47-2043 Floor Sanders and Finishers
510. 0.87 1 53-6021 Parking Lot Attendants
511. 0.87 47-4051 Highway Maintenance Workers
512. 0.88 47-2061 Construction Laborers
513. 0.88 43-5061 Production, Planning, and Expediting Clerks
514. 0.88 51-9141 Semiconductor Processors
515. 0.88 17-1021 Cartographers and Photogrammetrists
516. 0.88 51-4051 Metal-Refining Furnace Operators and Tenders
517. 0.88 51-9012 Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters,
Operators, and Tenders
518. 0.88 51-6091 Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic
and Glass Fibers
519. 0.88 47-2053 Terrazzo Workers and Finishers
520. 0.88 51-4194 Tool Grinders, Filers, and Sharpeners
521. 0.88 49-3043 Rail Car Repairers
522. 0.89 51-3011 Bakers
523. 0.89 1 31-9094 Medical Transcriptionists
524. 0.89 47-2022 Stonemasons
525. 0.89 53-3022 Bus Drivers, School or Special Client
526. 0.89 1 27-3042 Technical Writers
527. 0.89 49-9096 Riggers
528. 0.89 47-4061 Rail-Track Laying and Maintenance Equipment Operators
529. 0.89 51-8021 Stationary Engineers and Boiler Operators
530. 0.89 1 51-6031 Sewing Machine Operators
531. 0.89 1 53-3041 Taxi Drivers and Chauffeurs
532. 0.9 1 43-4161 Human Resources Assistants, Except Payroll and Timekeeping
533. 0.9 29-2011 Medical and Clinical Laboratory Technologists
534. 0.9 47-2171 Reinforcing Iron and Rebar Workers
535. 0.9 47-2181 Roofers
536. 0.9 53-7021 Crane and Tower Operators
537. 0.9 53-6041 Traffic Technicians
538. 0.9 53-6051 Transportation Inspectors
539. 0.9 51-4062 Patternmakers, Metal and Plastic
540. 0.9 51-9195 Molders, Shapers, and Casters, Except Metal and Plastic
541. 0.9 13-2021 Appraisers and Assessors of Real Estate
542. 0.9 53-7072 Pump Operators, Except Wellhead Pumpers
543. 0.9 49-9097 Signal and Track Switch Repairers
544. 0.91 39-3012 Gaming and Sports Book Writers and Runners
545. 0.91 49-9063 Musical Instrument Repairers and Tuners
546. 0.91 39-7011 Tour Guides and Escorts
547. 0.91 49-9011 Mechanical Door Repairers
548. 0.91 51-3091 Food and Tobacco Roasting, Baking, and Drying Machine Operators
and Tenders
549. 0.91 53-7071 Gas Compressor and Gas Pumping Station Operators
550. 0.91 29-2071 Medical Records and Health Information Technicians
551. 0.91 51-9121 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
552. 0.91 51-4081 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
68Computerisable
Rank Probability Label SOC code Occupation
553. 0.91 53-4013 Rail Yard Engineers, Dinkey Operators, and Hostlers
554. 0.91 49-2093 Electrical and Electronics Installers and Repairers, Transportation
Equipment
555. 0.91 35-9011 Dining Room and Cafeteria Attendants and Bartender Helpers
556. 0.91 51-4191 Heat Treating Equipment Setters, Operators, and Tenders, Metal and
Plastic
557. 0.91 19-4041 Geological and Petroleum Technicians
558. 0.91 49-3021 Automotive Body and Related Repairers
559. 0.91 51-7032 Patternmakers, Wood
560. 0.91 51-4021 Extruding and Drawing Machine Setters, Operators, and Tenders, Metal
and Plastic
561. 0.92 43-9071 Office Machine Operators, Except Computer
562. 0.92 29-2052 Pharmacy Technicians
563. 0.92 43-4131 Loan Interviewers and Clerks
564. 0.92 53-7031 Dredge Operators
565. 0.92 41-3021 Insurance Sales Agents
566. 0.92 51-7011 Cabinetmakers and Bench Carpenters
567. 0.92 51-9123 Painting, Coating, and Decorating Workers
568. 0.92 47-4031 Fence Erectors
569. 0.92 51-4193 Plating and Coating Machine Setters, Operators, and Tenders, Metal
and Plastic
570. 0.92 41-2031 Retail Salespersons
571. 0.92 35-3021 Combined Food Preparation and Serving Workers, Including Fast Food
572. 0.92 51-9399 Production Workers, All Other
573. 0.92 47-3012 Helpers–Carpenters
574. 0.93 51-9193 Cooling and Freezing Equipment Operators and Tenders
575. 0.93 51-2091 Fiberglass Laminators and Fabricators
576. 0.93 47-5013 Service Unit Operators, Oil, Gas, and Mining
577. 0.93 53-7011 Conveyor Operators and Tenders
578. 0.93 49-3053 Outdoor Power Equipment and Other Small Engine Mechanics
579. 0.93 53-4012 Locomotive Firers
580. 0.93 53-7063 Machine Feeders and Offbearers
581. 0.93 51-4061 Model Makers, Metal and Plastic
582. 0.93 49-2021 Radio, Cellular, and Tower Equipment Installers and Repairs
583. 0.93 51-3021 Butchers and Meat Cutters
584. 0.93 51-9041 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators,
and Tenders
585. 0.93 53-7081 Refuse and Recyclable Material Collectors
586. 0.93 1 13-2081 Tax Examiners and Collectors, and Revenue Agents
587. 0.93 51-4022 Forging Machine Setters, Operators, and Tenders, Metal and Plastic
588. 0.93 1 53-7051 Industrial Truck and Tractor Operators
589. 0.94 1 13-2011 Accountants and Auditors
590. 0.94 51-4032 Drilling and Boring Machine Tool Setters, Operators, and Tenders,
Metal and Plastic
591. 0.94 43-9051 Mail Clerks and Mail Machine Operators, Except Postal Service
592. 0.94 0 35-3031 Waiters and Waitresses
593. 0.94 51-3022 Meat, Poultry, and Fish Cutters and Trimmers
594. 0.94 13-2031 Budget Analysts
595. 0.94 47-2051 Cement Masons and Concrete Finishers
69Computerisable
Rank Probability Label SOC code Occupation
596. 0.94 49-3091 Bicycle Repairers
597. 0.94 49-9091 Coin, Vending, and Amusement Machine Servicers and Repairers
598. 0.94 51-4121 Welders, Cutters, Solderers, and Brazers
599. 0.94 1 43-5021 Couriers and Messengers
600. 0.94 43-4111 Interviewers, Except Eligibility and Loan
601. 0.94 35-2015 Cooks, Short Order
602. 0.94 53-7032 Excavating and Loading Machine and Dragline Operators
603. 0.94 47-3014 Helpers–Painters, Paperhangers, Plasterers, and Stucco Masons
604. 0.94 43-4081 Hotel, Motel, and Resort Desk Clerks
605. 0.94 51-9197 Tire Builders
606. 0.94 41-9091 Door-to-Door Sales Workers, News and Street Vendors, and Related
Workers
607. 0.94 37-1011 First-Line Supervisors of Housekeeping and Janitorial Workers
608. 0.94 45-2011 Agricultural Inspectors
609. 0.94 1 23-2011 Paralegals and Legal Assistants
610. 0.95 39-5092 Manicurists and Pedicurists
611. 0.95 43-5111 Weighers, Measurers, Checkers, and Samplers, Recordkeeping
612. 0.95 51-6062 Textile Cutting Machine Setters, Operators, and Tenders
613. 0.95 43-3011 Bill and Account Collectors
614. 0.95 51-8011 Nuclear Power Reactor Operators
615. 0.95 33-9031 Gaming Surveillance Officers and Gaming Investigators
616. 0.95 43-4121 Library Assistants, Clerical
617. 0.95 47-2073 Operating Engineers and Other Construction Equipment Operators
618. 0.95 51-5113 Print Binding and Finishing Workers
619. 0.95 45-2021 Animal Breeders
620. 0.95 51-4072 Molding, Coremaking, and Casting Machine Setters, Operators, and
Tenders, Metal and Plastic
621. 0.95 1 51-2022 Electrical and Electronic Equipment Assemblers
622. 0.95 51-9191 Adhesive Bonding Machine Operators and Tenders
623. 0.95 37-3011 Landscaping and Groundskeeping Workers
624. 0.95 51-4033 Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators,
and Tenders, Metal and Plastic
625. 0.95 43-5051 Postal Service Clerks
626. 0.95 51-9071 Jewelers and Precious Stone and Metal Workers
627. 0.96 43-5032 Dispatchers, Except Police, Fire, and Ambulance
628. 0.96 43-4171 Receptionists and Information Clerks
629. 0.96 43-9061 Office Clerks, General
630. 0.96 11-3111 Compensation and Benefits Managers
631. 0.96 1 43-2011 Switchboard Operators, Including Answering Service
632. 0.96 35-3022 Counter Attendants, Cafeteria, Food Concession, and Coffee Shop
633. 0.96 47-5051 Rock Splitters, Quarry
634. 0.96 43-6014 Secretaries and Administrative Assistants, Except Legal, Medical, and
Executive
635. 0.96 17-3031 Surveying and Mapping Technicians
636. 0.96 51-7031 Model Makers, Wood
637. 0.96 51-6064 Textile Winding, Twisting, and Drawing Out Machine Setters, Operators,
and Tenders
638. 0.96 53-4011 Locomotive Engineers
639. 0.96 1 39-3011 Gaming Dealers
70Computerisable
Rank Probability Label SOC code Occupation
640. 0.96 49-9093 Fabric Menders, Except Garment
641. 0.96 35-2014 Cooks, Restaurant
642. 0.96 39-3031 Ushers, Lobby Attendants, and Ticket Takers
643. 0.96 43-3021 Billing and Posting Clerks
644. 0.97 53-6011 Bridge and Lock Tenders
645. 0.97 51-7042 Woodworking Machine Setters, Operators, and Tenders, Except Sawing
646. 0.97 51-2092 Team Assemblers
647. 0.97 51-6042 Shoe Machine Operators and Tenders
648. 0.97 51-2023 Electromechanical Equipment Assemblers
649. 0.97 1 13-1074 Farm Labor Contractors
650. 0.97 51-6061 Textile Bleaching and Dyeing Machine Operators and Tenders
651. 0.97 51-9081 Dental Laboratory Technicians
652. 0.97 51-9021 Crushing, Grinding, and Polishing Machine Setters, Operators, and
Tenders
653. 0.97 51-9022 Grinding and Polishing Workers, Hand
654. 0.97 37-3012 Pesticide Handlers, Sprayers, and Applicators, Vegetation
655. 0.97 45-4023 Log Graders and Scalers
656. 0.97 51-9083 Ophthalmic Laboratory Technicians
657. 0.97 1 41-2011 Cashiers
658. 0.97 49-9061 Camera and Photographic Equipment Repairers
659. 0.97 39-3021 Motion Picture Projectionists
660. 0.97 51-5111 Prepress Technicians and Workers
661. 0.97 41-2021 Counter and Rental Clerks
662. 0.97 1 43-4071 File Clerks
663. 0.97 41-9021 Real Estate Brokers
664. 0.97 43-2021 Telephone Operators
665. 0.97 19-4011 Agricultural and Food Science Technicians
666. 0.97 43-3051 Payroll and Timekeeping Clerks
667. 0.97 1 43-4041 Credit Authorizers, Checkers, and Clerks
668. 0.97 35-9031 Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
669. 0.98 41-9012 Models
670. 0.98 51-9061 Inspectors, Testers, Sorters, Samplers, and Weighers
671. 0.98 43-3031 Bookkeeping, Accounting, and Auditing Clerks
672. 0.98 43-6012 Legal Secretaries
673. 0.98 27-4013 Radio Operators
674. 0.98 53-3031 Driver/Sales Workers
675. 0.98 1 13-1031 Claims Adjusters, Examiners, and Investigators
676. 0.98 41-2022 Parts Salespersons
677. 0.98 1 13-2041 Credit Analysts
678. 0.98 51-4035 Milling and Planing Machine Setters, Operators, and Tenders, Metal
and Plastic
679. 0.98 43-5071 Shipping, Receiving, and Traffic Clerks
680. 0.98 43-3061 Procurement Clerks
681. 0.98 51-9111 Packaging and Filling Machine Operators and Tenders
682. 0.98 51-9194 Etchers and Engravers
683. 0.98 43-3071 Tellers
684. 0.98 27-2023 Umpires, Referees, and Other Sports Officials
685. 0.98 13-1032 Insurance Appraisers, Auto Damage
686. 0.98 1 13-2072 Loan Officers
71Computerisable
Rank Probability Label SOC code Occupation
687. 0.98 43-4151 Order Clerks
688. 0.98 43-4011 Brokerage Clerks
689. 0.98 43-9041 Insurance Claims and Policy Processing Clerks
690. 0.98 51-2093 Timing Device Assemblers and Adjusters
691. 0.99 1 43-9021 Data Entry Keyers
692. 0.99 25-4031 Library Technicians
693. 0.99 43-4141 New Accounts Clerks
694. 0.99 51-9151 Photographic Process Workers and Processing Machine Operators
695. 0.99 13-2082 Tax Preparers
696. 0.99 43-5011 Cargo and Freight Agents
697. 0.99 49-9064 Watch Repairers
698. 0.99 1 13-2053 Insurance Underwriters
699. 0.99 15-2091 Mathematical Technicians
700. 0.99 51-6051 Sewers, Hand
701. 0.99 23-2093 Title Examiners, Abstractors, and Searchers
702. 0.99 41-9041 Telemarketers
