Ainxiety | Scenic and Sightseeing Transportation, Land

Scenic and Sightseeing Transportation, Land

# 1467 overall · better than 4.4% of other industries

3.2/5Moderate Risk
AInxiety Score™

2/5

Complexity

2/5

Regulatory Compliance

3/5

Capex Requirements

3/5

Data Intensity

3/5

Workforce Flexibility

3/5

Adaptability

The Scenic and Sightseeing Transportation, Land industry has a balanced mix of standardized and customized services with moderate complexity. While there are regulatory considerations, they do not present major barriers to AI adoption. The need for physical and digital infrastructure is moderate, and there is significant room for technological integration, especially in data-driven decision-making. The workforce, while requiring moderate skills, has roles that can be automated, and the industry shows a high level of adaptability towards AI technologies.

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Scenic and Sightseeing Transportation, Land

How long until this industry is significantly impacted by AI?

Months to 1 year

1 to 3 years

3 to 5 years

5+ years

Never

Risk composition of jobs in this industry

0 jobs in Scenic and Sightseeing Transportation, Land

21.7%

2,350

1.7Tour Guides and Escorts

21.1%

2,280

3.0Bus Drivers, Transit and Intercity

14.1%

4,250

2.0Captains, Mates, and Pilots of Water Vessels

6.4%

467,320

3.9Stockers and Order Fillers

6.0%

1,800

2.5Sailors and Marine Oilers

5.1%

550

3.8Shuttle Drivers and Chauffeurs

4.9%

530

3.8Reservation and Transportation Ticket Agents and Travel Clerks

4.8%

351,000

Industrial Truck and Tractor Operators

4.5%

331,600

3.7Postal Service Mail Carriers

4.2%

460

1.5General and Operations Managers

3.1%

340

2.2Bus and Truck Mechanics and Diesel Engine Specialists

2.8%

300

4.2Office Clerks, General

1.9%

136,850

2.0Bus Drivers, School

1.8%

540

2.3Commercial Pilots

1.7%

124,430

0.8Flight Attendants

1.6%

170

4.0Cleaners of Vehicles and Equipment

1.6%

170

3.2Light Truck Drivers

1.6%

116,520

3.8Postal Service Mail Sorters, Processors, and Processing Machine Operators

1.6%

170

2.8Maintece and Repair Workers, General

1.5%

170

2.7Recycling Coordinators

1.5%

160

4.0Travel Agents

1.5%

440

2.2Motorboat Operators

1.3%

97,760

4.5Packers and Packagers, Hand

1.3%

96,570

3.8Cargo and Freight Agents

1.3%

140

3.0Heavy and Tractor-Trailer Truck Drivers

1.2%

130

3.7Dispatchers, Except Police, Fire, and Ambulance

1.2%

130

3.8Secretaries and Administrative Assistants, Except Legal, Medical, and Executive

1.2%

130

2.8First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services

1.2%

87,210

1.8Airline Pilots, Copilots, and Flight Engineers

1.2%

130

3.3Customer Service Representatives

1.2%

130

2.7Railroad Conductors and Yardmasters

1.2%

130

2.8Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel

1.1%

120

3.8Cashiers

1.1%

330

3.1Bartenders

1.1%

120

2.6First-Line Supervisors of Office and Administrative Support Workers

1.1%

78,130

3.7Postal Service Clerks

0.8%

3.8Bookkeeping, Accounting, and Auditing Clerks

0.8%

2.2First-Line Supervisors of Mechanics, Installers, and Repairers

0.8%

3.9Fast Food and Counter Workers

0.7%

3.0Locomotive Engineers

0.7%

220

3.7Amusement and Recreation Attendants

0.7%

3.3Retail Salespersons

0.7%

4.0Laborers and Freight, Stock, and Material Movers, Hand

0.7%

190

1.8Self-Enrichment Teachers

0.6%

190

3.5Cooks, Restaurant

0.6%

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.6%

170

1.8Aircraft Mechanics and Service Technicians

0.6%

180

2.5Motorboat Mechanics and Service Technicians

0.6%

1.7Training and Development Specialists

0.6%

2.0Animal Caretakers

0.6%

41,330

3.0Driver/Sales Workers

0.6%

3.6Waiters and Waitresses

0.5%

160

3.7Counter and Rental Clerks

0.5%

2.0Passenger Attendants

0.5%

150

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.5%

140

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

0.5%

140

2.0Ship Engineers

0.5%

33,830

3.2Production, Planning, and Expediting Clerks

0.4%

31,640

2.0School Bus Monitors

0.4%

120

3.1Market Research Analysts and Marketing Specialists

0.4%

120

3.8Maids and Housekeeping Cleaners

0.4%

2.8Transportation, Storage, and Distribution Managers

0.4%

28,150

3.0Logisticians

0.4%

3.1Rail Car Repairers

0.4%

110

2.5Human Resources Specialists

0.3%

100

3.8Food Servers, Nonrestaurant

0.3%

3.2Accountants and Auditors

0.3%

3.8Helpers--Installation, Maintece, and Repair Workers

0.3%

1.3Entertainment and Recreation Managers, Except Gambling

0.3%

22,650

2.8Aircraft Service Attendants

0.3%

2.5First-Line Supervisors of Retail Sales Workers

0.3%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.3%

4.7Dishwashers

0.3%

21,090

4.0Couriers and Messengers

0.3%

2.0Chefs and Head Cooks

0.3%

19,550

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.2%

3.0Transportation Workers, All Other

0.2%

2.6Food Service Managers

0.2%

0.5Musicians and Singers

0.2%

1.8Photographers

0.2%

3.2Receptionists and Information Clerks

0.2%

16,920

3.5Taxi Drivers

0.2%

2.1Meeting, Convention, and Event Planners

0.2%

3.8Food Preparation Workers

0.2%

1.8Airfield Operations Specialists

0.2%

2.8Business Operations Specialists, All Other

0.2%

1.5Sales Managers

0.2%

14,820

3.8Billing and Posting Clerks

0.2%

14,680

2.8Automotive Service Technicians and Mechanics

0.2%

13,810

2.6Postmasters and Mail Superintendents

0.2%

14,120

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.2%

3.4Ushers, Lobby Attendants, and Ticket Takers

0.2%

4.3Shipping, Receiving, and Inventory Clerks

0.2%

13,400

2.7Compliance Officers

0.2%

3.8Cooks, Institution and Cafeteria

0.2%

2.8Sales and Related Workers, All Other

0.2%

12,140

2.8Security Guards

0.2%

12,770

2.7Railroad Brake, Signal, and Switch Operators and Locomotive Firers

0.2%

3.3Landscaping and Groundskeeping Workers

0.2%

11,800

2.3Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products

0.1%

3.8Automotive and Watercraft Service Attendants

0.1%

11,350

4.1Conveyor Operators and Tenders

0.1%

1.8Public Relations Specialists

0.1%

9,960

2.3Software Developers

0.1%

10,290

3.2Rail-Track Laying and Maintece Equipment Operators

0.1%

3.1Cooks, All Other

0.1%

9,540

2.1Buyers and Purchasing Agents, Farm Products

0.1%

9,240

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.1%

9,710

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.1%

9,830

2.7Occupational Health and Safety Specialists

0.1%

1.5Managers, All Other

0.1%

2.4Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

0.1%

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

2.2Carpenters

0.1%

8,440

3.3Computer User Support Specialists

0.1%

8,500

1.2Avionics Technicians

0.1%

8,720

2.6Aircraft Cargo Handling Supervisors

0.1%

2.8Administrative Services Managers

0.1%

2.2Financial Managers

0.1%

1.5Human Resources Managers

0.1%

7,930

3.2Welders, Cutters, Solderers, and Brazers

0.1%

7,330

2.2Project Management Specialists

0.1%

7,270

2.8First-Line Supervisors of Production and Operating Workers

0.1%

7,140

Miscellaneous Assemblers and Fabricators

0.1%

7,690

2.3Industrial Machinery Mechanics

0.1%

7,560

2.3Transportation Inspectors

0.1%

7,650

2.7Industrial Engineers

0.1%

6,500

2.0Management Analysts

0.1%

6,900

3.8Tank Car, Truck, and Ship Loaders

0.1%

6,500

2.3Computer Occupations, All Other

0.1%

6,660

4.0Order Clerks

0.1%

6,450

4.8Data Entry Keyers

0.1%

6,890

2.8Motor Vehicle Operators, All Other

0.1%

6,960

2.5Occupational Health and Safety Technicians

0.1%

6,180

4.2Machine Feeders and Offbearers

0.1%

5,870

3.8Payroll and Timekeeping Clerks

0.1%

5,870

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

6,100

3.1Signal and Track Switch Repairers

0.1%

5,760

3.8Machinists

0.1%

5,970

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

4,810

3.1Network and Computer Systems Administrators

0.1%

5,460

3.0Facilities Managers

0.1%

5,160

2.0Computer and Information Systems Managers

0.1%

4,800

4.2Material Moving Workers, All Other

0.1%

4,810

3.8Bill and Account Collectors

0.1%

5,450

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

4,980

4.5Packaging and Filling Machine Operators and Tenders

0.1%

4,990

2.1Electrical and Electronic Engineering Technologists and Technicians

0.1%

4,500

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.1%

4,480

3.3Baggage Porters and Bellhops

0.1%

4,460

3.0Gas Plant Operators

0.1%

4,360

2.3Operating Engineers and Other Construction Equipment Operators

0.1%

4,650

2.0Electricians

0.1%

4,730

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

4,200

2.3Crane and Tower Operators

0.1%

3,710

2.5Computer Systems Analysts

0.1%

3,710

2.5Marketing Managers

0.1%

3,890

2.1Maintece Workers, Machinery

0.1%

3,870

3.8Coating, Painting, and Spraying Machine Setters, Operators, and Tenders

0.0%

2,610

2.8Computer Network Support Specialists

0.0%

2,850

0.5Chief Executives

0.0%

2,640

2.5Industrial Production Managers

0.0%

2,740

3.2Pump Operators, Except Wellhead Pumpers

0.0%

2,940

2.8Merchandise Displayers and Window Trimmers

0.0%

3,200

2.8Electrical and Electronics Installers and Repairers, Transportation Equipment

0.0%

2,970

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

3,130

3.7Office and Administrative Support Workers, All Other

0.0%

3,160

1.0Protective Service Workers, All Other

0.0%

2,020

1.6Architectural and Engineering Managers

0.0%

1,850

4.2Cost Estimators

0.0%

2,200

2.4Financial and Investment Analysts

0.0%

1,880

3.5Procurement Clerks

0.0%

1,930

4.5Information and Record Clerks, All Other

0.0%

1,970

2.2Transportation Security Screeners

0.0%

2,070

4.1Sewing Machine Operators

0.0%

2,300

1.8Construction Laborers

0.0%

2,120

3.4Rail Yard Engineers, Dinkey Operators, and Hostlers

0.0%

2,430

3.8Parking Attendants

0.0%

1,950

2.8Data Scientists

0.0%

1,880

1.5Aerospace Engineers

0.0%

1,560

1.8Training and Development Managers

0.0%

1,480

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

1,300

3.2Purchasing Managers

0.0%

1,180

3.8Gas Compressor and Gas Pumping Station Operators

0.0%

1,720

3.2Operations Research Analysts

0.0%

1,450

4.7File Clerks

0.0%

1,240

1.5First-Line Supervisors of Security Workers

0.0%

1,200

3.2Grounds Maintece Workers, All Other

0.0%

1,690

1.8Personal Care and Service Workers, All Other

0.0%

1,640

2.8Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products

0.0%

1,110

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.0%

1,740

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

0.0%

1,540

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

1,660

3.2Sheet Metal Workers

0.0%

1,430

2.8Automotive Body and Related Repairers

0.0%

1,190

4.0Tire Repairers and Changers

0.0%

1,140

3.8Helpers--Production Workers

0.0%

1,430

3.9Production Workers, All Other

0.0%

1,760

1.5Air Traffic Controllers

0.0%

1,270

2.9Rail Transportation Workers, All Other

0.0%

1,370

1.7Petroleum Engineers

0.0%

1,210

1.4Lawyers

0.0%

950

1.6Construction Managers

0.0%

430

2.7Property, Real Estate, and Community Association Managers

0.0%

1,020

2.8Claims Adjusters, Examiners, and Investigators

0.0%

760

1.8Labor Relations Specialists

0.0%

530

3.0Budget Analysts

0.0%

450

3.5Credit Analysts

0.0%

720

1.5Information Security Analysts

0.0%

840

2.8Computer Network Architects

0.0%

1,070

3.0Database Administrators

0.0%

520

2.5Database Architects

0.0%

980

2.1Public Relations Managers

0.0%

520

3.5Hoist and Winch Operators

0.0%

440

3.9Refuse and Recyclable Material Collectors

0.0%

720

3.8Computer Programmers

0.0%

940

3.5Software Quality Assurance Analysts and Testers

0.0%

430

3.5Web Developers

0.0%

520

2.8Web and Digital Interface Designers

0.0%

730

2.5Graphic Designers

0.0%

570

2.6Technical Writers

0.0%

390

2.0Interpreters and Translators

0.0%

490

1.8First-Line Supervisors of Protective Service Workers, All Other

0.0%

480

1.4Detectives and Criminal Investigators

0.0%

530

0.8Police and Sheriff’s Patrol Officers

0.0%

430

1.8Transit and Railroad Police

0.0%

970

1.3Private Detectives and Investigators

0.0%

480

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

590

2.5Concierges

0.0%

760

3.8Parts Salespersons

0.0%

410

2.2Sales Engineers

0.0%

1,080

2.0Riggers

0.0%

830

3.2Structural Metal Fabricators and Fitters

0.0%

860

4.2Food Batchmakers

0.0%

580

3.7Food Cooking Machine Operators and Tenders

0.0%

710

3.8Furniture Finishers

0.0%

610

3.5Paving, Surfacing, and Tamping Equipment Operators

0.0%

830

2.5Construction and Building Inspectors

0.0%

380

Highway Maintece Workers

0.0%

400

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.0%

650

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

1,050

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

550

3.5Computer Numerically Controlled Tool Operators

0.0%

670

3.7Cooling and Freezing Equipment Operators and Tenders

0.0%

550

1.4Ambulance Drivers and Attendants, Except Emergency Medical Technicians

0.0%

710

3.8Subway and Streetcar Operators

0.0%

660

3.5Bridge and Lock Tenders

0.0%

1,050

2.0Civil Engineers

0.0%

880

2.3Electrical Engineers

0.0%

420

3.2Electronics Engineers, Except Computer

0.0%

580

1.5Health and Safety Engineers, Except Mining Safety Engineers and Inspectors

0.0%

590

1.5Marine Engineers and Naval Architects

0.0%

1,060

2.5Mechanical Engineers

0.0%

970

2.3Engineers, All Other

0.0%

570

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

430

3.3Industrial Engineering Technologists and Technicians

0.0%

450

2.5Calibration Technologists and Technicians

0.0%

850

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

580

2.3Chemical Technicians

0.0%

540

4.1Office Machine Operators, Except Computer

0.0%

900

3.7Agricultural Equipment Operators

0.0%

390

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.0%

820

2.8Logging Equipment Operators

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