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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