工業4.0對於各類職缺的影響排名! - 工程師

我最近看了一篇文章

它列了工業4.0 或各類型的自動化 AI 對於幾年內各類型工作的影響排名

就看看囉 有興趣也可以討論討論


影響最小的50名

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
40. 0.0077 25-2054 Special Education Teachers, Secondary School
41. 0.0078 25-2031 Secondary School Teachers, Except Special and Ca-
reer/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



倒數50名

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
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 Oper-
ators
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


文章出處

The Future of Employment
Carl Benedikt Frey & Michael Osborne

文章目前已被引用3000多次


希望對大家有點幫助


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