Ainxiety | Mobile Food Services

Mobile Food Services

# 1382 overall · better than 10.0% of other industries

3.2/5Moderate Risk
AInxiety Score™

2/5

Regulatory Compliance

2/5

Data Intensity

3/5

Capex Requirements

3/5

Adaptability

4/5

Complexity

4/5

Workforce Flexibility

Mobile food services feature relatively low complexity and has a workforce dominated by low-skill, repetitive tasks amenable to automation. Moderate regulatory and capital requirements indicate some barriers to fast adoption, but not insurmountable ones. While technological integration is currently moderate, there is potential for significant AI integrations, particularly in customer interactions and logistics, suggesting that the industry is moderately at risk of AI displacement.

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Mobile Food Services

Should AI be regulated in this industry?

Yes

No

Risk composition of jobs in this industry

0 jobs in Special Food Services

19.7%

141,760

3.9Fast Food and Counter Workers

9.3%

66,940

3.8Cooks, Institution and Cafeteria

7.2%

51,740

3.6Waiters and Waitresses

7.1%

51,220

3.8Food Preparation Workers

6.4%

46,430

2.8First-Line Supervisors of Food Preparation and Serving Workers

4.0%

28,690

3.8Food Servers, Nonrestaurant

3.9%

28,140

3.6%

25,720

3.1%

22,470

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

3.1%

22,030

3.5Cooks, Restaurant

3.0%

21,910

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

2.9%

20,740

2.6%

18,990

2.0Chefs and Head Cooks

2.3%

16,740

2.6Food Service Managers

1.8%

250,050

3.5Hotel, Motel, and Resort Desk Clerks

1.8%

12,610

1.5General and Operations Managers

1.2%

8,590

3.7Food Preparation and Serving Related Workers, All Other

1.2%

8,390

3.8Cooks, Short Order

1.0%

6,960

4.2Office Clerks, General

1.0%

7,010

2.8Maintece and Repair Workers, General

0.9%

6,630

1.7Dietitians and Nutritionists

0.9%

6,290

3.8Maids and Housekeeping Cleaners

0.9%

6,180

3.2Light Truck Drivers

0.8%

5,720

3.9Stockers and Order Fillers

0.7%

4,880

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

0.7%

4,810

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

0.6%

4,580

0.6%

4,080

2.1Meeting, Convention, and Event Planners

0.6%

3,970

3.8Cooks, Fast Food

0.6%

3,970

3.0Driver/Sales Workers

0.5%

3,900

3.1Cooks, All Other

0.5%

3,800

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

0.4%

3,070

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

0.4%

2,830

3.3Customer Service Representatives

0.4%

2,580

3.8Bookkeeping, Accounting, and Auditing Clerks

0.3%

41,480

3.2Gambling Dealers

0.3%

2,040

4.5Packers and Packagers, Hand

0.3%

2,040

4.3Shipping, Receiving, and Inventory Clerks

0.2%

1,560

2.6First-Line Supervisors of Office and Administrative Support Workers

0.2%

1,480

0.2%

1,410

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.2%

1,470

3.0Heavy and Tractor-Trailer Truck Drivers

0.2%

1,450

2.5Human Resources Specialists

0.2%

1,470

3.2Accountants and Auditors

0.2%

1,480

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.2%

1,390

2.7Recycling Coordinators

0.2%

1,380

4.2Food Batchmakers

0.2%

1,260

2.8Business Operations Specialists, All Other

0.2%

1,320

3.3Retail Salespersons

0.2%

1,150

3.1Market Research Analysts and Marketing Specialists

0.2%

1,120

3.2Production, Planning, and Expediting Clerks

0.1%

1,000

2.5First-Line Supervisors of Retail Sales Workers

0.1%

980

3.0Facilities Managers

0.1%

900

3.3Landscaping and Groundskeeping Workers

0.1%

710

2.8Security Guards

0.1%

730

2.7Compliance Officers

0.1%

710

3.2Receptionists and Information Clerks

0.1%

730

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

0.1%

13,430

2.6First-Line Supervisors of Gambling Services Workers

0.1%

650

0.7Childcare Workers

0.1%

660

2.1Buyers and Purchasing Agents, Farm Products

0.1%

560

4.3Laundry and Dry-Cleaning Workers

0.1%

520

2.8Dietetic Technicians

0.1%

500

0.5Chief Executives

0.1%

530

2.2Project Management Specialists

0.1%

420

2.8Audio and Video Technicians

0.1%

460

1.2Healthcare Support Workers, All Other

0.1%

460

3.7Amusement and Recreation Attendants

0.1%

460

2.2Financial Managers

0.1%

470

1.5Managers, All Other

0.1%

400

1.7Training and Development Specialists

0.1%

410

2.8First-Line Supervisors of Production and Operating Workers

0.1%

410

Miscellaneous Assemblers and Fabricators

0.1%

8,920

0.5Massage Therapists

0.1%

8,020

1.0Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers

0.1%

340

1.5Sales Managers

0.1%

380

2.8Transportation, Storage, and Distribution Managers

0.1%

360

3.8Payroll and Timekeeping Clerks

0.1%

390

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

380

3.7Food Cooking Machine Operators and Tenders

0.0%

260

0.0%

270

Industrial Truck and Tractor Operators

0.0%

310

2.8Administrative Services Managers

0.0%

260

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

260

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

4,670

4.0Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders

0.0%

4,880

3.2Gambling Cage Workers

0.0%

230

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.0%

200

2.5Marketing Managers

0.0%

210

1.5Human Resources Managers

0.0%

220

2.0Management Analysts

0.0%

190

3.5Procurement Clerks

0.0%

240

3.3Executive Secretaries and Executive Administrative Assistants

0.0%

250

4.8Data Entry Keyers

0.0%

230

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

4,080

0.0%

120

2.5Graphic Designers

0.0%

120

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

0.0%

180

1.8Personal Care and Service Workers, All Other

0.0%

110

4.5Packaging and Filling Machine Operators and Tenders

0.0%

120

3.0Bus Drivers, Transit and Intercity

0.0%

120

3.8Shuttle Drivers and Chauffeurs

0.0%

150

2.8Motor Vehicle Operators, All Other

0.0%

170

3.8Parking Attendants

0.0%

120

4.0Cleaners of Vehicles and Equipment

0.0%

110

2.4Financial and Investment Analysts

0.0%

170

3.3Computer User Support Specialists

0.0%

120

3.7Counter and Rental Clerks

0.0%

170

3.8Switchboard Operators, Including Answering Service

0.0%

110

3.8Billing and Posting Clerks

0.0%

130

4.5Information and Record Clerks, All Other

0.0%

120

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

150

3.7Office and Administrative Support Workers, All Other

0.0%

140

0.0%

2,570

3.8Butchers and Meat Cutters

0.0%

2,350

2.2Disc Jockeys, Except Radio

0.0%

1,900

2.7Sound Engineering Technicians

0.0%

2,700

2.5Gambling Surveillance Officers and Gambling Investigators

0.0%

2,220

1.5Skincare Specialists

0.0%

60

3.1Food Science Technicians

0.0%

60

2.7Occupational Health and Safety Specialists

0.0%

50

2.0Floral Designers

0.0%

90

1.8Public Relations Specialists

0.0%

50

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

0.0%

80

3.7Locker Room, Coatroom, and Dressing Room Attendants

0.0%

40

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

70

3.8Helpers--Production Workers

0.0%

50

2.0Computer and Information Systems Managers

0.0%

60

2.5Industrial Production Managers

0.0%

50

3.2Purchasing Managers

0.0%

70

1.3Entertainment and Recreation Managers, Except Gambling

0.0%

60

1.5Medical and Health Services Managers

0.0%

70

3.0Logisticians

0.0%

100

3.1Network and Computer Systems Administrators

0.0%

70

2.3Computer Occupations, All Other

0.0%

50

4.0Order Clerks

0.0%

90

2.0Electricians

0.0%

110

2.5Painters, Construction and Maintece

0.0%

80

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

90

2.8Automotive Service Technicians and Mechanics

0.0%

100

2.3Industrial Machinery Mechanics

0.0%

1,320

4.0Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

0.0%

1,480

3.4Ushers, Lobby Attendants, and Ticket Takers

0.0%

1,180

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

0.0%

1,190

1.5Entertainers and Performers, Sports and Related Workers, All Other

0.0%

1,940

2.0Gambling Managers

0.0%

1,340

2.7Property, Real Estate, and Community Association Managers

0.0%

750

2.0Civil Engineers

0.0%

770

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

0.0%

730

3.2Grounds Maintece Workers, All Other

0.0%

880

1.5Hairdressers, Hairstylists, and Cosmetologists

0.0%

1,790

1.7Exercise Trainers and Group Fitness Instructors

0.0%

1,330

1.8Residential Advisors

0.0%

850

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

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