20 most- and least-impacted occupations ranked by the Artificial Intelligence Impact (AII) measure.
| Rank . | Most-impacted . | Least-impacted . |
|---|---|---|
| 1 | Cardiovascular Technologists and Technicians | Pile Driver Operators |
| 2 | Sound Engineering Technicians | Dredge Operators |
| 3 | Nuclear Medicine Technologists | Aircraft Cargo Handling Supervisors |
| 4 | Air Traffic Controllers | Graders and Sorters, Agricultural Products |
| 5 | Magnetic Resonance Imaging Technologists | Insurance Underwriters |
| 6 | Electro-Mechanical and Mechatronics Technologists and Technicians | Floor Sanders and Finishers |
| 7 | Orthodontists | Reinforcing Iron and Rebar Workers |
| 8 | Power Distributors and Dispatchers | Farm Labor Contractors |
| 9 | Neurologists | Administrative Services Managers |
| 10 | Industrial Truck and Tractor Operators | Rock Splitters, Quarry |
| 11 | Public Safety Telecommunicators | Brokerage Clerks |
| 12 | Computer Numerically Controlled Tool Programmers | Podiatrists |
| 13 | Security Guards | Helpers–Painters, Paperhangers, Plasterers, and Stucco Masons |
| 14 | Remote Sensing Scientists and Technologists | Shipping, Receiving, and Inventory Clerks |
| 15 | Machinists | Cooks, Short Order |
| 16 | Radiologists | Team Assemblers |
| 17 | Atmospheric and Space Scientists | Proofreaders and Copy Markers |
| 18 | Computer Numerically Controlled Tool Operators | Butchers and Meat Cutters |
| 19 | Textile Knitting and Weaving Machine Setters, Operators, and Tenders | Door-to-Door Sales Workers, News and Street Vendors, and Related Workers |
| 20 | Medical Transcriptionists | Segmental Pavers |
| Rank . | Most-impacted . | Least-impacted . |
|---|---|---|
| 1 | Cardiovascular Technologists and Technicians | Pile Driver Operators |
| 2 | Sound Engineering Technicians | Dredge Operators |
| 3 | Nuclear Medicine Technologists | Aircraft Cargo Handling Supervisors |
| 4 | Air Traffic Controllers | Graders and Sorters, Agricultural Products |
| 5 | Magnetic Resonance Imaging Technologists | Insurance Underwriters |
| 6 | Electro-Mechanical and Mechatronics Technologists and Technicians | Floor Sanders and Finishers |
| 7 | Orthodontists | Reinforcing Iron and Rebar Workers |
| 8 | Power Distributors and Dispatchers | Farm Labor Contractors |
| 9 | Neurologists | Administrative Services Managers |
| 10 | Industrial Truck and Tractor Operators | Rock Splitters, Quarry |
| 11 | Public Safety Telecommunicators | Brokerage Clerks |
| 12 | Computer Numerically Controlled Tool Programmers | Podiatrists |
| 13 | Security Guards | Helpers–Painters, Paperhangers, Plasterers, and Stucco Masons |
| 14 | Remote Sensing Scientists and Technologists | Shipping, Receiving, and Inventory Clerks |
| 15 | Machinists | Cooks, Short Order |
| 16 | Radiologists | Team Assemblers |
| 17 | Atmospheric and Space Scientists | Proofreaders and Copy Markers |
| 18 | Computer Numerically Controlled Tool Operators | Butchers and Meat Cutters |
| 19 | Textile Knitting and Weaving Machine Setters, Operators, and Tenders | Door-to-Door Sales Workers, News and Street Vendors, and Related Workers |
| 20 | Medical Transcriptionists | Segmental Pavers |
20 most- and least-impacted occupations ranked by the Artificial Intelligence Impact (AII) measure.
| Rank . | Most-impacted . | Least-impacted . |
|---|---|---|
| 1 | Cardiovascular Technologists and Technicians | Pile Driver Operators |
| 2 | Sound Engineering Technicians | Dredge Operators |
| 3 | Nuclear Medicine Technologists | Aircraft Cargo Handling Supervisors |
| 4 | Air Traffic Controllers | Graders and Sorters, Agricultural Products |
| 5 | Magnetic Resonance Imaging Technologists | Insurance Underwriters |
| 6 | Electro-Mechanical and Mechatronics Technologists and Technicians | Floor Sanders and Finishers |
| 7 | Orthodontists | Reinforcing Iron and Rebar Workers |
| 8 | Power Distributors and Dispatchers | Farm Labor Contractors |
| 9 | Neurologists | Administrative Services Managers |
| 10 | Industrial Truck and Tractor Operators | Rock Splitters, Quarry |
| 11 | Public Safety Telecommunicators | Brokerage Clerks |
| 12 | Computer Numerically Controlled Tool Programmers | Podiatrists |
| 13 | Security Guards | Helpers–Painters, Paperhangers, Plasterers, and Stucco Masons |
| 14 | Remote Sensing Scientists and Technologists | Shipping, Receiving, and Inventory Clerks |
| 15 | Machinists | Cooks, Short Order |
| 16 | Radiologists | Team Assemblers |
| 17 | Atmospheric and Space Scientists | Proofreaders and Copy Markers |
| 18 | Computer Numerically Controlled Tool Operators | Butchers and Meat Cutters |
| 19 | Textile Knitting and Weaving Machine Setters, Operators, and Tenders | Door-to-Door Sales Workers, News and Street Vendors, and Related Workers |
| 20 | Medical Transcriptionists | Segmental Pavers |
| Rank . | Most-impacted . | Least-impacted . |
|---|---|---|
| 1 | Cardiovascular Technologists and Technicians | Pile Driver Operators |
| 2 | Sound Engineering Technicians | Dredge Operators |
| 3 | Nuclear Medicine Technologists | Aircraft Cargo Handling Supervisors |
| 4 | Air Traffic Controllers | Graders and Sorters, Agricultural Products |
| 5 | Magnetic Resonance Imaging Technologists | Insurance Underwriters |
| 6 | Electro-Mechanical and Mechatronics Technologists and Technicians | Floor Sanders and Finishers |
| 7 | Orthodontists | Reinforcing Iron and Rebar Workers |
| 8 | Power Distributors and Dispatchers | Farm Labor Contractors |
| 9 | Neurologists | Administrative Services Managers |
| 10 | Industrial Truck and Tractor Operators | Rock Splitters, Quarry |
| 11 | Public Safety Telecommunicators | Brokerage Clerks |
| 12 | Computer Numerically Controlled Tool Programmers | Podiatrists |
| 13 | Security Guards | Helpers–Painters, Paperhangers, Plasterers, and Stucco Masons |
| 14 | Remote Sensing Scientists and Technologists | Shipping, Receiving, and Inventory Clerks |
| 15 | Machinists | Cooks, Short Order |
| 16 | Radiologists | Team Assemblers |
| 17 | Atmospheric and Space Scientists | Proofreaders and Copy Markers |
| 18 | Computer Numerically Controlled Tool Operators | Butchers and Meat Cutters |
| 19 | Textile Knitting and Weaving Machine Setters, Operators, and Tenders | Door-to-Door Sales Workers, News and Street Vendors, and Related Workers |
| 20 | Medical Transcriptionists | Segmental Pavers |
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