Ainxiety | Perishable Prepared Food Manufacturing

Perishable Prepared Food Manufacturing

# 1267 overall · better than 17.5% of other industries

3/5Moderate 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 Perishable Prepared Food Manufacturing industry has moderate complexity and regulatory barriers, which influence its susceptibility to AI disruption. While there are balanced capital and infrastructure needs, the industry's increasing data intensity and significant workforce adaptability indicate potential areas for AI integration. However, the requirement for specialized human oversight for food safety and quality control will limit full displacement by AI.

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Perishable Prepared Food Manufacturing

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 Other Food Manufacturing

12.2%

31,640

4.5Packaging and Filling Machine Operators and Tenders

11.0%

28,470

4.2Food Batchmakers

5.4%

13,950

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

4.9%

12,670

4.5Packers and Packagers, Hand

4.0%

10,410

2.8First-Line Supervisors of Production and Operating Workers

3.9%

10,100

Industrial Truck and Tractor Operators

3.9%

66,320

3.8Slaughterers and Meat Packers

3.3%

8,490

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.6%

6,760

4.5Food Processing Workers, All Other

2.5%

6,440

3.7Food Cooking Machine Operators and Tenders

2.1%

5,540

2.8Maintece and Repair Workers, General

2.0%

5,250

4.0Cleaners of Vehicles and Equipment

1.9%

4,990

4.3Shipping, Receiving, and Inventory Clerks

1.9%

4,970

2.3Industrial Machinery Mechanics

1.9%

4,900

1.5General and Operations Managers

1.8%

235,340

4.0Electromechanical Equipment Assemblers

1.8%

4,570

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

1.7%

4,510

3.8Mixing and Blending Machine Setters, Operators, and Tenders

1.6%

4,250

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

1.6%

4,230

3.8Food Preparation Workers

1.6%

4,200

3.9Fast Food and Counter Workers

1.4%

3,720

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

1.3%

3,400

3.9Stockers and Order Fillers

1.2%

3,170

2.5Industrial Production Managers

1.2%

3,100

3.2Production, Planning, and Expediting Clerks

1.0%

2,530

Miscellaneous Assemblers and Fabricators

0.9%

2,250

4.2Office Clerks, General

0.8%

107,490

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

0.8%

2,160

3.0Heavy and Tractor-Trailer Truck Drivers

0.8%

1,960

3.1Food Scientists and Technologists

0.8%

1,970

3.3Customer Service Representatives

0.8%

1,970

3.2Light Truck Drivers

0.8%

1,950

2.7Recycling Coordinators

0.7%

1,930

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.7%

1,910

3.1Food Science Technicians

0.7%

1,880

3.9Production Workers, All Other

0.7%

1,870

3.8Helpers--Production Workers

0.7%

86,900

4.1Sewing Machine Operators

0.7%

1,720

3.8Bookkeeping, Accounting, and Auditing Clerks

0.6%

1,540

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

0.6%

1,520

2.1Buyers and Purchasing Agents, Farm Products

0.6%

1,490

3.2Accountants and Auditors

0.6%

73,570

2.9Cabinetmakers and Bench Carpenters

0.6%

71,240

3.7Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.6%

1,430

2.5Human Resources Specialists

0.6%

1,430

3.0Driver/Sales Workers

0.5%

1,380

2.7Industrial Engineers

0.5%

1,350

2.6First-Line Supervisors of Office and Administrative Support Workers

0.5%

1,250

1.5Sales Managers

0.5%

1,210

4.7Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders

0.4%

56,580

3.9Woodworking Machine Setters, Operators, and Tenders, Except Sawing

0.4%

1,090

3.1Market Research Analysts and Marketing Specialists

0.4%

1,090

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

0.4%

46,710

3.2Structural Metal Fabricators and Fitters

0.3%

920

3.0Logisticians

0.3%

45,150

3.8Engine and Other Machine Assemblers

0.3%

880

2.8Transportation, Storage, and Distribution Managers

0.3%

890

3.3Retail Salespersons

0.3%

850

2.2Financial Managers

0.3%

860

3.6Bakers

0.3%

770

1.7Training and Development Specialists

0.3%

780

2.1Maintece Workers, Machinery

0.3%

36,900

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.3%

730

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

0.3%

710

1.5Managers, All Other

0.3%

710

3.8Cashiers

0.3%

680

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.3%

33,250

3.8Print Binding and Finishing Workers

0.3%

650

2.8Business Operations Specialists, All Other

0.2%

630

4.2Machine Feeders and Offbearers

0.2%

30,710

3.8Plating Machine Setters, Operators, and Tenders, Metal and Plastic

0.2%

31,200

1.5Aerospace Engineers

0.2%

600

4.2Graders and Sorters, Agricultural Products

0.2%

29,080

3.1Dental Laboratory Technicians

0.2%

29,160

3.8Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders

0.2%

570

2.5Marketing Managers

0.2%

580

2.2Project Management Specialists

0.2%

580

2.7Occupational Health and Safety Specialists

0.2%

27,010

3.2Sheet Metal Workers

0.2%

510

3.3Industrial Engineering Technologists and Technicians

0.2%

25,560

3.6Semiconductor Processing Technicians

0.2%

25,520

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

0.2%

490

2.7Compliance Officers

0.2%

490

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.2%

490

2.3Chemical Technicians

0.2%

24,570

1.8Aircraft Mechanics and Service Technicians

0.2%

24,880

1.8Computer Hardware Engineers

0.2%

470

1.5Human Resources Managers

0.2%

23,420

4.2Rolling Machine Setters, Operators, and Tenders, Metal and Plastic

0.2%

23,050

4.0Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

0.2%

450

3.1Cooks, All Other

0.2%

450

2.3Crane and Tower Operators

0.2%

420

2.0Chefs and Head Cooks

0.2%

20,030

3.7Tire Builders

0.1%

390

3.0Facilities Managers

0.1%

18,800

4.0Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.1%

19,650

3.6Metal-Refining Furnace Operators and Tenders

0.1%

18,630

3.2Fiberglass Laminators and Fabricators

0.1%

370

3.8Paper Goods Machine Setters, Operators, and Tenders

0.1%

360

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

18,570

3.8Prepress Technicians and Workers

0.1%

17,450

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.1%

340

3.2Purchasing Managers

0.1%

16,770

3.8Chemical Plant and System Operators

0.1%

310

3.3Computer User Support Specialists

0.1%

15,450

4.2Textile Knitting and Weaving Machine Setters, Operators, and Tenders

0.1%

15,860

3.2Upholsterers

0.1%

280

0.5Chief Executives

0.1%

280

2.5Chemists

0.1%

300

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

290

4.1Meat, Poultry, and Fish Cutters and Trimmers

0.1%

14,130

4.1Metal Workers and Plastic Workers, All Other

0.1%

13,720

2.5Materials Engineers

0.1%

14,080

4.2Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

0.1%

260

2.5Mechanical Engineers

0.1%

260

3.2Receptionists and Information Clerks

0.1%

260

2.0Computer and Information Systems Managers

0.1%

250

3.8Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

0.1%

270

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

260

4.1Conveyor Operators and Tenders

0.1%

220

3.8Billing and Posting Clerks

0.1%

240

3.0Demonstrators and Product Promoters

0.1%

220

4.0Order Clerks

0.1%

230

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

11,490

4.3Foundry Mold and Coremakers

0.1%

11,870

2.2Sales Engineers

0.1%

200

3.8Payroll and Timekeeping Clerks

0.1%

200

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

0.1%

200

3.1Network and Computer Systems Administrators

0.1%

200

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

210

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

220

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.1%

200

2.5Graphic Designers

0.1%

9,820

3.7Textile, Apparel, and Furnishings Workers, All Other

0.1%

10,090

3.8Furniture Finishers

0.1%

10,830

3.7Coil Winders, Tapers, and Finishers

0.1%

180

3.5Procurement Clerks

0.1%

180

2.4Financial and Investment Analysts

0.1%

180

2.3Software Developers

0.1%

180

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

190

2.8Administrative Services Managers

0.1%

190

1.6Architectural and Engineering Managers

0.1%

180

3.8Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

0.1%

190

1.8Public Relations Specialists

0.1%

190

3.8Cooks, Fast Food

0.1%

190

3.5Cooks, Restaurant

0.1%

9,510

4.1Grinding and Polishing Workers, Hand

0.1%

8,380

3.8Forging Machine Setters, Operators, and Tenders, Metal and Plastic

0.1%

8,570

1.2Avionics Technicians

0.1%

150

2.3Computer Occupations, All Other

0.1%

150

2.5Computer Systems Analysts

0.1%

160

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

150

2.0Electricians

0.1%

150

2.0Management Analysts

0.1%

140

3.5Chemical Equipment Operators and Tenders

0.1%

140

3.7Cooling and Freezing Equipment Operators and Tenders

0.1%

160

2.8Security Guards

0.1%

150

4.7Dishwashers

0.1%

150

2.5First-Line Supervisors of Retail Sales Workers

0.1%

150

2.8Life, Physical, and Social Science Technicians, All Other

0.1%

160

2.5Occupational Health and Safety Technicians

0.1%

7,760

2.1Medical Appliance Technicians

0.1%

7,960

3.8Ophthalmic Laboratory Technicians

0.1%

7,890

3.2Architectural and Civil Drafters

0.1%

8,050

Textile Cutting Machine Setters, Operators, and Tenders

0.1%

120

1.2Natural Sciences Managers

0.1%

120

3.8Machinists

0.1%

130

3.8Cooks, Institution and Cafeteria

0.1%

840

3.2Stationary Engineers and Boiler Operators

0.1%

6,550

2.2Jewelers and Precious Stone and Metal Workers

0.1%

6,500

1.0Medical Scientists, Except Epidemiologists

0.1%

5,880

1.2Bioengineers and Biomedical Engineers

0.1%

6,510

3.8Drafters, All Other

0.0%

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

110

2.8Agricultural Inspectors

0.0%

100

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.0%

100

2.6Food Service Managers

0.0%

120

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

3.0Agricultural Technicians

0.0%

760

1.3Registered Nurses

0.0%

4,930

3.5Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.0%

5,260

3.6Pourers and Casters, Metal

0.0%

5,120

3.8Layout Workers, Metal and Plastic

0.0%

4,680

2.5Calibration Technologists and Technicians

0.0%

5,410

2.5Tile and Stone Setters

0.0%

5,210

2.1Structural Iron and Steel Workers

0.0%

4,860

2.8Automotive Body and Related Repairers

0.0%

5,250

1.5Marine Engineers and Naval Architects

0.0%

5,300

3.8Shoe and Leather Workers and Repairers

0.0%

4,510

4.0Shoe Machine Operators and Tenders

0.0%

5,770

2.5Woodworkers, All Other

0.0%

4,500

2.0Riggers

0.0%

5,580

2.5Aerospace Engineering and Operations Technologists and Technicians

0.0%

2.8Data Scientists

0.0%

2.8Sales and Related Workers, All Other

0.0%

3.5Web Developers

0.0%

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

0.0%

2.3Engineers, All Other

0.0%

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

2.1Meeting, Convention, and Event Planners

0.0%

3.8Butchers and Meat Cutters

0.0%

3.7Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.0%

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.0%

2.8Merchandise Displayers and Window Trimmers

0.0%

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

540

3.3Landscaping and Groundskeeping Workers

0.0%

570

3.7Counter and Rental Clerks

0.0%

480

4.2Material Moving Workers, All Other

0.0%

3,980

3.5Etchers and Engravers

0.0%

4,410

1.8Biological Scientists, All Other

0.0%

3,540

2.3Materials Scientists

0.0%

3,510

2.8Logging Equipment Operators

0.0%

4,370

3.1Cement Masons and Concrete Finishers

0.0%

4,060

2.0Civil Engineers

0.0%

3,950

3.4Electrical and Electronics Drafters

0.0%

4,480

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

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

0.0%

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

2.3Electrical Engineers

0.0%

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

2.3Microbiologists

0.0%

4.8Data Entry Keyers

0.0%

3.7Office and Administrative Support Workers, All Other

0.0%

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

0.0%

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

1.8Training and Development Managers

0.0%

4.3Cutters and Trimmers, Hand

0.0%

4.0Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

0.0%

1.4Lawyers

0.0%

330

2.0Soil and Plant Scientists

0.0%

270

4.7File Clerks

0.0%

370

3.8Cooks, Short Order

0.0%

380

3.7Food Preparation and Serving Related Workers, All Other

0.0%

290

3.0Farm Equipment Mechanics and Service Technicians

0.0%

350

4.3Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

290

3.8Tool Grinders, Filers, and Sharpeners

0.0%

300

3.2Plant and System Operators, All Other

0.0%

390

3.9Painting, Coating, and Decorating Workers

0.0%

400

3.5Computer Numerically Controlled Tool Operators

0.0%

290

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

0.0%

340

3.8Tank Car, Truck, and Ship Loaders

0.0%

310

2.0Interpreters and Translators

0.0%

1,950

1.5Medical and Health Services Managers

0.0%

2,070

2.8Model Makers, Metal and Plastic

0.0%

2,070

4.0Patternmakers, Metal and Plastic

0.0%

2,910

3.2Log Graders and Scalers

0.0%

2,600

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

2,140

2.5Motorboat Mechanics and Service Technicians

0.0%

2,320

2.5Medical Equipment Repairers

0.0%

2,030

1.7Petroleum Engineers

0.0%

2,130

1.8Fashion Designers

0.0%

2,760

3.0Pharmacy Technicians

0.0%

2,560

1.3Orthotists and Prosthetists

0.0%

3.8Bill and Account Collectors

0.0%

2.8Computer Network Support Specialists

0.0%

2.8Web and Digital Interface Designers

0.0%

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

3.2Welders, Cutters, Solderers, and Brazers

0.0%

2.8Motor Vehicle Operators, All Other

0.0%

2.4Millwrights

0.0%

2.8Computer Network Architects

0.0%

110

3.0Database Administrators

0.0%

200

3.8Computer Programmers

0.0%

110

3.2Operations Research Analysts

0.0%

250

3.0Mechanical Engineering Technologists and Technicians

0.0%

220

1.7Animal Scientists

0.0%

170

2.0Biochemists and Biophysicists

0.0%

150

2.4Biological Technicians

0.0%

100

2.1Public Relations Managers

0.0%

180

3.0Farmers, Ranchers, and Other Agricultural Managers

0.0%

160

2.1Financial Specialists, All Other

0.0%

100

1.5Information Security Analysts

0.0%

3.0Agricultural Workers, All Other

0.0%

140

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.0%

210

1.8Construction Laborers

0.0%

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

130

2.5Painters, Construction and Maintece

0.0%

1.7Dietitians and Nutritionists

0.0%

200

2.1Licensed Practical and Licensed Vocational Nurses

0.0%

130

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

0.0%

130

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

0.0%

250

3.8Maids and Housekeeping Cleaners

0.0%

130

3.8Building Cleaning Workers, All Other

0.0%

180

2.0Animal Caretakers

0.0%

130

3.7Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

260

4.0Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

130

4.1Printing Press Operators

0.0%

250

4.3Laundry and Dry-Cleaning Workers

0.0%

120

3.5Computer Numerically Controlled Tool Programmers

0.0%

100

3.8Shuttle Drivers and Chauffeurs

0.0%

130

3.2Pump Operators, Except Wellhead Pumpers

0.0%

120

0.2Clergy

0.0%

800

2.4Environmental Engineering Technologists and Technicians

0.0%

1,450

2.0Physical Scientists, All Other

0.0%

1,150

3.2Paralegals and Legal Assistants

0.0%

810

2.3Special Effects Artists and Animators

0.0%

690

3.8Food Servers, Nonrestaurant

0.0%

1,870

3.8Parts Salespersons

0.0%

1,460

2.2Stonemasons

0.0%

790

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

0.0%

1,810

3.5Paving, Surfacing, and Tamping Equipment Operators

0.0%

1,120

3.2Drywall and Ceiling Tile Installers

0.0%

1,680

2.3Glaziers

0.0%

820

2.2Reinforcing Iron and Rebar Workers

0.0%

1,390

2.3Roofers

0.0%

830

3.2Helpers--Carpenters

0.0%

740

3.0Helpers, Construction Trades, All Other

0.0%

1,310

Miscellaneous Construction and Related Workers

0.0%

1,190

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.0%

810

4.0Rock Splitters, Quarry

0.0%

1,670

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

1,110

3.1Electronic Equipment Installers and Repairers, Motor Vehicles

0.0%

1,050

2.5Recreational Vehicle Service Technicians

0.0%

1,490

4.0Tire Repairers and Changers

0.0%

640

2.8Mechanical Door Repairers

0.0%

1,680

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

1,630

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

1,310

1.2Computer and Information Research Scientists

0.0%

800

3.7Statisticians

0.0%

1,060

4.1Office Machine Operators, Except Computer

0.0%

1,700

4.0Pressers, Textile, Garment, and Related Materials

0.0%

1,910

3.0Sewers, Hand

0.0%

1,710

2.5Tailors, Dressmakers, and Custom Sewers

0.0%

1,670

3.0Fabric and Apparel Patternmakers

0.0%

1,090

3.0Gas Plant Operators

0.0%

1,010

2.3Transportation Inspectors

0.0%

680

3.9Manufactured Building and Mobile Home Installers

0.0%

950

2.0Interior Designers

0.0%

1,590

2.0Designers, All Other

0.0%

960

2.8Audio and Video Technicians

0.0%

1,210

2.4Pharmacists

0.0%

1,130

2.8Histology Technicians

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