Ainxiety | Motorcycle, Boat and Other Motor Vehicle Dealers

Motorcycle, Boat and Other Motor Vehicle Dealers

# 1136 overall · better than 26.0% of other industries

2.8/5Moderate Risk
AInxiety Score™

2/5

Regulatory Compliance

2/5

Capex Requirements

2/5

Workforce Flexibility

3/5

Complexity

3/5

Data Intensity

3/5

Adaptability

The Motorcycle, Boat, and Other Motor Vehicle Dealers industry has a moderate level of complexity and regulatory compliance challenges. It requires balanced investments in physical infrastructure and digital tools, with moderate data usage. While the workforce has specialized skills, some segments are automatable, and the industry is moderately adaptable to AI integration. Overall, the risk of AI displacing this industry is moderate, given the mix of automatable and specialized tasks.

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Motorcycle, Boat and Other Motor Vehicle Dealers

Should AI be regulated in this industry?

Yes

Risk composition of jobs in this industry

0 jobs in Other Motor Vehicle Dealers

17.4%

30,530

3.3Retail Salespersons

7.0%

12,220

2.3Motorcycle Mechanics

6.9%

12,150

3.8Parts Salespersons

6.9%

12,080

2.5Recreational Vehicle Service Technicians

5.3%

9,330

1.5General and Operations Managers

4.9%

8,670

2.5Motorboat Mechanics and Service Technicians

3.7%

6,430

4.0Cleaners of Vehicles and Equipment

3.6%

6,260

2.5First-Line Supervisors of Retail Sales Workers

3.4%

5,980

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

3.3%

5,780

4.2Office Clerks, General

2.9%

5,110

2.8Automotive Service Technicians and Mechanics

2.4%

4,250

3.8Bookkeeping, Accounting, and Auditing Clerks

2.3%

4,060

3.3Customer Service Representatives

2.1%

324,290

3.0Pharmacy Technicians

1.6%

2,770

1.5Sales Managers

1.5%

2,620

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

1.4%

2,480

4.3Shipping, Receiving, and Inventory Clerks

1.3%

2,270

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

1.3%

2,190

2.3Outdoor Power Equipment and Other Small Engine Mechanics

1.2%

2,070

2.6First-Line Supervisors of Office and Administrative Support Workers

1.1%

179,350

2.4Pharmacists

1.1%

1,950

3.2Receptionists and Information Clerks

1.0%

1,710

3.2Light Truck Drivers

0.9%

1,650

3.2Accountants and Auditors

0.8%

1,480

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.8%

1,440

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

0.7%

1,290

3.8Helpers--Installation, Maintece, and Repair Workers

0.7%

115,010

3.8Butchers and Meat Cutters

0.7%

1,250

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

0.7%

1,240

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.7%

1,160

3.9Stockers and Order Fillers

0.5%

890

2.8Maintece and Repair Workers, General

0.5%

900

2.2Financial Managers

0.5%

73,210

3.6Bakers

0.5%

790

2.0Riggers

0.4%

720

3.8Parking Attendants

0.4%

710

3.1Market Research Analysts and Marketing Specialists

0.4%

670

Miscellaneous Assemblers and Fabricators

0.3%

610

3.2Loan Officers

0.3%

540

2.0Installation, Maintece, and Repair Workers, All Other

0.3%

43,030

2.0Animal Caretakers

0.3%

470

4.0Order Clerks

0.3%

41,870

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.3%

460

2.8Motor Vehicle Operators, All Other

0.3%

440

3.0Heavy and Tractor-Trailer Truck Drivers

0.3%

38,970

2.0Floral Designers

0.2%

420

2.1Buyers and Purchasing Agents, Farm Products

0.2%

35,840

3.5Pharmacy Aides

0.2%

390

3.0Driver/Sales Workers

0.2%

390

Industrial Truck and Tractor Operators

0.2%

380

2.8Business Operations Specialists, All Other

0.2%

34,530

2.3Opticians, Dispensing

0.2%

370

2.7Recycling Coordinators

0.2%

370

3.8Automotive and Watercraft Service Attendants

0.2%

350

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

0.2%

330

3.2Welders, Cutters, Solderers, and Brazers

0.2%

320

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.2%

320

2.1Financial Specialists, All Other

0.2%

290

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.2%

300

2.5Human Resources Specialists

0.2%

25,910

2.5Computer, Automated Teller, and Office Machine Repairers

0.2%

270

3.2Fiberglass Laminators and Fabricators

0.1%

260

2.8Sales and Related Workers, All Other

0.1%

270

3.7Office and Administrative Support Workers, All Other

0.1%

270

2.8Automotive Body and Related Repairers

0.1%

21,520

1.5Hairdressers, Hairstylists, and Cosmetologists

0.1%

230

2.5Marketing Managers

0.1%

20,220

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

210

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

210

1.5Managers, All Other

0.1%

220

1.8Self-Enrichment Teachers

0.1%

18,330

3.8Cooks, Short Order

0.1%

190

2.0Captains, Mates, and Pilots of Water Vessels

0.1%

190

4.2Material Moving Workers, All Other

0.1%

190

4.5Information and Record Clerks, All Other

0.1%

190

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

16,850

4.1Meat, Poultry, and Fish Cutters and Trimmers

0.1%

180

3.3Computer User Support Specialists

0.1%

180

2.8Administrative Services Managers

0.1%

160

2.5Bicycle Repairers

0.1%

160

3.3Landscaping and Groundskeeping Workers

0.1%

150

3.5Credit Analysts

0.1%

1,560

3.1Electronic Equipment Installers and Repairers, Motor Vehicles

0.1%

12,170

2.2Jewelers and Precious Stone and Metal Workers

0.1%

12,370

4.5Food Processing Workers, All Other

0.1%

12,130

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

120

2.8First-Line Supervisors of Production and Operating Workers

0.1%

120

3.8Billing and Posting Clerks

0.1%

120

4.8Data Entry Keyers

0.1%

1,510

4.0Title Examiners, Abstractors, and Searchers

0.1%

1,390

3.8Bill and Account Collectors

0.1%

10,360

3.8Cooks, Fast Food

0.1%

11,120

3.5Cooks, Restaurant

0.1%

10,770

2.3Home Appliance Repairers

0.1%

10,420

2.0Interior Designers

0.1%

110

0.5Chief Executives

0.1%

110

2.2Motorboat Operators

0.1%

110

2.7Electric Motor, Power Tool, and Related Repairers

0.1%

100

4.0Tire Repairers and Changers

0.1%

110

2.3Computer Occupations, All Other

0.1%

100

2.5Insurance Sales Agents

0.1%

9,930

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.1%

3.0Transportation Workers, All Other

0.1%

2.7Securities, Commodities, and Financial Services Sales Agents

0.1%

3.8Payroll and Timekeeping Clerks

0.1%

4.1Credit Authorizers, Checkers, and Clerks

0.1%

4.7File Clerks

0.1%

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

3.5Web Developers

0.1%

2.5Graphic Designers

0.1%

3.0Facilities Managers

0.1%

1,060

4.0Couriers and Messengers

0.1%

7,230

4.7Dishwashers

0.0%

3.8Machinists

0.0%

3.0Demonstrators and Product Promoters

0.0%

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

3.2Production, Planning, and Expediting Clerks

0.0%

1.8Aircraft Mechanics and Service Technicians

0.0%

4.2Cost Estimators

0.0%

1.8Public Relations Specialists

0.0%

1.8Photographers

0.0%

2.8Security Guards

0.0%

3.8Maids and Housekeeping Cleaners

0.0%

830

4.5Packers and Packagers, Hand

0.0%

750

2.3Software Developers

0.0%

720

3.5Loan Interviewers and Clerks

0.0%

5,760

2.6Carpet Installers

0.0%

5,470

2.3Glaziers

0.0%

5,620

1.8Optometrists

0.0%

6,790

2.3Hearing Aid Specialists

0.0%

5,760

3.6Waiters and Waitresses

0.0%

5,550

2.5Tailors, Dressmakers, and Custom Sewers

0.0%

5,780

2.8Mechanical Door Repairers

0.0%

3.8Shuttle Drivers and Chauffeurs

0.0%

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

0.0%

4.6Telemarketers

0.0%

3.5Procurement Clerks

0.0%

3.5Financial Clerks, All Other

0.0%

2.1Meeting, Convention, and Event Planners

0.0%

1.7Training and Development Specialists

0.0%

3.0Credit Counselors

0.0%

3.1Network and Computer Systems Administrators

0.0%

580

3.3Automotive Glass Installers and Repairers

0.0%

640

2.2Project Management Specialists

0.0%

600

1.8Personal Care and Service Workers, All Other

0.0%

3,900

1.3Registered Nurses

0.0%

4,340

3.1Bartenders

0.0%

4,770

2.2First-Line Supervisors of Personal Service Workers

0.0%

4,270

1.2Musical Instrument Repairers and Tuners

0.0%

4,680

4.1Printing Press Operators

0.0%

3.2Upholsterers

0.0%

3.8Switchboard Operators, Including Answering Service

0.0%

2.8Transportation, Storage, and Distribution Managers

0.0%

1.5Human Resources Managers

0.0%

2.8Web and Digital Interface Designers

0.0%

3.7Amusement and Recreation Attendants

0.0%

1.8Advertising and Promotions Managers

0.0%

2.5Industrial Production Managers

0.0%

470

2.0Computer and Information Systems Managers

0.0%

410

3.2Purchasing Managers

0.0%

500

3.1Legal Support Workers, All Other

0.0%

400

2.0Management Analysts

0.0%

440

1.9Personal Financial Advisors

0.0%

340

3.7Tire Builders

0.0%

2,660

1.5Medical and Health Services Managers

0.0%

3,410

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.0%

3,380

2.8Floor Layers, Except Carpet, Wood, and Hard Tiles

0.0%

3,200

1.8Construction Laborers

0.0%

3,030

2.3Ophthalmic Medical Technicians

0.0%

3,490

1.0Protective Service Workers, All Other

0.0%

3,300

2.0Chefs and Head Cooks

0.0%

3,440

1.1Animal Trainers

0.0%

2,560

1.5Skincare Specialists

0.0%

3,800

3.8Ophthalmic Laboratory Technicians

0.0%

2,780

3.5Etchers and Engravers

0.0%

2,930

2.5Medical Equipment Repairers

0.0%

3,690

4.2Food Batchmakers

0.0%

2,660

2.9Cabinetmakers and Bench Carpenters

0.0%

3,480

3.1Cooks, All Other

0.0%

2,860

1.8Fashion Designers

0.0%

230

2.3Transportation Inspectors

0.0%

250

1.8Training and Development Managers

0.0%

160

1.6Architectural and Engineering Managers

0.0%

220

2.7Audiovisual Equipment Installers and Repairers

0.0%

120

2.8Data Scientists

0.0%

190

2.3Engineers, All Other

0.0%

120

1.4Lawyers

0.0%

120

4.8Telephone Operators

0.0%

150

3.2Insurance Appraisers, Auto Damage

0.0%

270

2.7Compliance Officers

0.0%

230

3.0Logisticians

0.0%

140

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

210

2.3Appraisers and Assessors of Real Estate

0.0%

150

2.4Financial and Investment Analysts

0.0%

100

2.5Computer Systems Analysts

0.0%

290

2.8Computer Network Support Specialists

0.0%

250

3.8Correspondence Clerks

0.0%

210

3.3Court, Municipal, and License Clerks

0.0%

220

4.2Insurance Claims and Policy Processing Clerks

0.0%

270

4.1Office Machine Operators, Except Computer

0.0%

140

2.5Painters, Construction and Maintece

0.0%

250

2.6Technical Writers

0.0%

170

1.4Writers and Authors

0.0%

170

1.3Private Detectives and Investigators

0.0%

160

3.9Fast Food and Counter Workers

0.0%

160

2.5Advertising Sales Agents

0.0%

300

4.1Sewing Machine Operators

0.0%

270

3.8Helpers--Production Workers

0.0%

980

1.6Construction Managers

0.0%

1,470

2.6Food Service Managers

0.0%

1,020

2.2Sales Engineers

0.0%

1,690

2.5Tile and Stone Setters

0.0%

1,310

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

1,250

3.0Helpers, Construction Trades, All Other

0.0%

980

3.8Fence Erectors

0.0%

1,420

3.0Farm Equipment Mechanics and Service Technicians

0.0%

1,340

1.0Respiratory Therapists

0.0%

860

1.2Nurse Practitioners

0.0%

1,340

1.7Audiologists

0.0%

1,800

1.3Orthotists and Prosthetists

0.0%

1,100

2.0Health Technologists and Technicians, All Other

0.0%

1,280

2.8Medical Assistants

0.0%

1,450

1.2Healthcare Support Workers, All Other

0.0%

1,300

3.8Food Servers, Nonrestaurant

0.0%

1,490

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

0.0%

1,020

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

0.0%

830

3.7Food Preparation and Serving Related Workers, All Other

0.0%

1,130

2.8First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers

0.0%

960

2.1Medical Appliance Technicians

0.0%

2,130

4.5Packaging and Filling Machine Operators and Tenders

0.0%

1,130

3.8Molders, Shapers, and Casters, Except Metal and Plastic

0.0%

970

2.2Watch and Clock Repairers

0.0%

1,360

3.9Manufactured Building and Mobile Home Installers

0.0%

1,510

3.8Slaughterers and Meat Packers

0.0%

1,010

3.7Food Cooking Machine Operators and Tenders

0.0%

940

3.8Shoe and Leather Workers and Repairers

0.0%

1,240

3.7Textile, Apparel, and Furnishings Workers, All Other

0.0%

1,620

3.5Medical Secretaries and Administrative Assistants

0.0%

1,760

2.3First-Line Supervisors of Farming, Fishing, and Forestry Workers

0.0%

1,020

3.8Furniture Finishers

0.0%

850

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.0%

1,110

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.0%

1,750

1.5Art Directors

0.0%

1,650

0.8Craft Artists

0.0%

1,980

1.5Commercial and Industrial Designers

0.0%

1,410

2.0Designers, All Other

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