Ainxiety | Animal Food Manufacturing

Animal Food Manufacturing

# 1063 overall · better than 30.7% of other industries

2.7/5Moderate Risk
AInxiety Score™

2/5

Capex Requirements

2/5

Workforce Flexibility

3/5

Complexity

3/5

Regulatory Compliance

3/5

Data Intensity

3/5

Adaptability

Animal Food Manufacturing is a moderately complex industry with balanced regulatory and compliance considerations. While the capital requirements are substantial, the growing use of data and technology presents significant areas for AI disruption. The industry's workforce has a mix of specialized and general skills, providing some flexibility for AI integration. Overall, the potential for AI displacement exists but is mitigated by the need for human expertise in certain areas.

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Animal Food Manufacturing

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Risk composition of jobs in this industry

73,590 jobs in Animal Food Manufacturing

10.9%

8,020

4.5Packaging and Filling Machine Operators and Tenders

8.9%

6,530

3.8Mixing and Blending Machine Setters, Operators, and Tenders

8.3%

6,140

4.2Food Batchmakers

6.7%

4,920

3.0Heavy and Tractor-Trailer Truck Drivers

5.2%

3,810

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

5.1%

3,740

2.8First-Line Supervisors of Production and Operating Workers

3.4%

2,510

Industrial Truck and Tractor Operators

3.3%

2,420

2.8Maintece and Repair Workers, General

2.8%

2,040

1.5General and Operations Managers

2.7%

1,990

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.5%

1,830

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

1.9%

1,370

4.2Office Clerks, General

1.8%

1,350

4.3Shipping, Receiving, and Inventory Clerks

1.8%

235,340

4.0Electromechanical Equipment Assemblers

1.7%

1,280

2.3Industrial Machinery Mechanics

1.6%

1,200

2.5Industrial Production Managers

1.4%

1,060

3.3Customer Service Representatives

1.4%

1,030

4.5Packers and Packagers, Hand

1.4%

990

3.8Bookkeeping, Accounting, and Auditing Clerks

1.3%

980

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

1.3%

22,900

3.9Fast Food and Counter Workers

1.1%

850

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

1.1%

820

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

1.0%

760

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

0.9%

700

3.2Accountants and Auditors

0.9%

680

2.7Recycling Coordinators

0.9%

680

3.9Stockers and Order Fillers

0.9%

680

3.8Helpers--Production Workers

0.8%

107,490

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

0.8%

580

3.2Light Truck Drivers

0.7%

540

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

0.7%

530

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

0.7%

520

3.3Retail Salespersons

0.7%

520

2.6First-Line Supervisors of Office and Administrative Support Workers

0.7%

11,760

3.8Food Preparation Workers

0.7%

86,900

4.1Sewing Machine Operators

0.6%

470

2.1Buyers and Purchasing Agents, Farm Products

0.6%

73,570

2.9Cabinetmakers and Bench Carpenters

0.6%

410

3.2Production, Planning, and Expediting Clerks

0.6%

71,240

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

0.5%

350

1.5Sales Managers

0.5%

330

3.9Production Workers, All Other

0.4%

56,580

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

0.4%

310

3.7Food Cooking Machine Operators and Tenders

0.4%

320

4.5Food Processing Workers, All Other

0.4%

310

3.0Logisticians

0.4%

280

2.2Financial Managers

0.4%

280

4.0Cleaners of Vehicles and Equipment

0.4%

270

2.1Maintece Workers, Machinery

0.4%

46,710

3.2Structural Metal Fabricators and Fitters

0.3%

45,150

3.8Engine and Other Machine Assemblers

0.3%

240

2.5Human Resources Specialists

0.3%

230

2.7Industrial Engineers

0.3%

240

3.1Food Scientists and Technologists

0.3%

230

3.7Agricultural Equipment Operators

0.3%

220

Miscellaneous Assemblers and Fabricators

0.3%

220

3.1Market Research Analysts and Marketing Specialists

0.3%

220

2.5Marketing Managers

0.3%

210

2.5Chemists

0.3%

36,900

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.3%

210

2.8Transportation, Storage, and Distribution Managers

0.3%

210

3.1Food Science Technicians

0.3%

33,250

3.8Print Binding and Finishing Workers

0.2%

170

3.7Dispatchers, Except Police, Fire, and Ambulance

0.2%

30,710

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

0.2%

31,200

1.5Aerospace Engineers

0.2%

170

1.7Animal Scientists

0.2%

29,080

3.1Dental Laboratory Technicians

0.2%

29,160

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

0.2%

160

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

0.2%

170

4.0Order Clerks

0.2%

160

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

0.2%

160

2.7Occupational Health and Safety Specialists

0.2%

160

3.2Receptionists and Information Clerks

0.2%

150

2.7Compliance Officers

0.2%

27,010

3.2Sheet Metal Workers

0.2%

150

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.2%

3,480

4.7Dishwashers

0.2%

25,560

3.6Semiconductor Processing Technicians

0.2%

25,520

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

0.2%

24,570

1.8Aircraft Mechanics and Service Technicians

0.2%

24,880

1.8Computer Hardware Engineers

0.2%

3,140

2.8First-Line Supervisors of Food Preparation and Serving Workers

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%

120

1.5Human Resources Managers

0.2%

130

3.6Bakers

0.2%

120

1.7Training and Development Specialists

0.2%

120

2.0Animal Caretakers

0.2%

120

2.5First-Line Supervisors of Retail Sales Workers

0.2%

20,030

3.7Tire Builders

0.1%

110

3.3Computer User Support Specialists

0.1%

110

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

110

3.8Butchers and Meat Cutters

0.1%

2,630

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

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%

110

3.8Cashiers

0.1%

100

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

100

2.2Project Management Specialists

0.1%

110

2.0Management Analysts

0.1%

110

3.0Driver/Sales Workers

0.1%

18,570

3.8Prepress Technicians and Workers

0.1%

17,450

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.1%

100

3.0Facilities Managers

0.1%

100

4.2Graders and Sorters, Agricultural Products

0.1%

100

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

16,770

3.8Chemical Plant and System Operators

0.1%

2.5Graphic Designers

0.1%

4.1Meat, Poultry, and Fish Cutters and Trimmers

0.1%

4.1Conveyor Operators and Tenders

0.1%

15,450

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

0.1%

15,860

3.2Upholsterers

0.1%

2.5Mechanical Engineers

0.1%

2.0Biochemists and Biophysicists

0.1%

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

0.1%

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

1.5Managers, All Other

0.1%

4.2Machine Feeders and Offbearers

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%

3.2Purchasing Managers

0.1%

3.0Farmers, Ranchers, and Other Agricultural Managers

0.1%

2.8Business Operations Specialists, All Other

0.1%

1,690

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

1,650

2.8Security Guards

0.1%

1.7Dietitians and Nutritionists

0.1%

3.3Landscaping and Groundskeeping Workers

0.1%

3.2Stationary Engineers and Boiler Operators

0.1%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

11,490

4.3Foundry Mold and Coremakers

0.1%

11,870

2.2Sales Engineers

0.1%

1.6Architectural and Engineering Managers

0.1%

2.8Administrative Services Managers

0.1%

2.5Computer Systems Analysts

0.1%

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.1%

2.0Electricians

0.1%

3.8Slaughterers and Meat Packers

0.1%

3.7Cooling and Freezing Equipment Operators and Tenders

0.1%

1,370

3.3Industrial Engineering Technologists and Technicians

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%

3.1Network and Computer Systems Administrators

0.1%

3.8Billing and Posting Clerks

0.1%

3.8Payroll and Timekeeping Clerks

0.1%

2.4Millwrights

0.1%

1,250

2.8Agricultural Inspectors

0.1%

1,210

3.6Waiters and Waitresses

0.1%

1,120

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

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%

2.0Computer and Information Systems Managers

0.1%

0.5Chief Executives

0.1%

3.8Computer Programmers

0.1%

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

0.1%

2.0Soil and Plant Scientists

0.1%

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

0.1%

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.1%

1,010

3.5Procurement Clerks

0.1%

1,070

3.5Cooks, Restaurant

0.1%

980

3.8Paper Goods Machine Setters, Operators, and Tenders

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%

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

0.1%

3.0Agricultural Technicians

0.1%

3.0Agricultural Workers, All Other

0.1%

3.0Farm Equipment Mechanics and Service Technicians

0.1%

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

0.1%

3.8Tank Car, Truck, and Ship Loaders

0.1%

850

2.3Chemical Technicians

0.1%

880

2.0Chefs and Head Cooks

0.1%

940

3.1Cooks, All Other

0.1%

840

2.5Occupational Health and Safety Technicians

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%

2.3Software Developers

0.0%

4.7File Clerks

0.0%

3.7Office and Administrative Support Workers, All Other

0.0%

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.0%

640

2.4Financial and Investment Analysts

0.0%

760

1.3Registered Nurses

0.0%

620

3.8Cooks, Institution and Cafeteria

0.0%

760

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

700

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

0.0%

710

1.8Public Relations Specialists

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%

530

2.3Computer Occupations, All Other

0.0%

580

2.3Engineers, All Other

0.0%

590

2.8Computer Network Support Specialists

0.0%

480

4.8Data Entry Keyers

0.0%

560

3.8Cooks, Fast Food

0.0%

570

3.7Counter and Rental Clerks

0.0%

440

3.0Demonstrators and Product Promoters

0.0%

550

2.0Installation, Maintece, and Repair Workers, All Other

0.0%

470

3.8Machinists

0.0%

520

3.2Welders, Cutters, Solderers, and Brazers

0.0%

440

3.5Chemical Equipment Operators and Tenders

0.0%

520

2.3Crane and Tower Operators

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%

310

2.8Data Scientists

0.0%

360

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

320

2.6Food Service Managers

0.0%

320

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

280

2.8Sales and Related Workers, All Other

0.0%

370

3.8Cooks, Short Order

0.0%

380

3.7Food Preparation and Serving Related Workers, All Other

0.0%

320

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

290

3.8Tool Grinders, Filers, and Sharpeners

0.0%

300

3.2Plant and System Operators, All Other

0.0%

430

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

0.0%

390

3.9Painting, Coating, and Decorating Workers

0.0%

400

3.5Computer Numerically Controlled Tool Operators

0.0%

330

2.8Motor Vehicle Operators, All Other

0.0%

430

2.8Merchandise Displayers and Window Trimmers

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%

2.8Computer Network Architects

0.0%

110

3.0Database Administrators

0.0%

120

3.5Web Developers

0.0%

100

2.8Web and Digital Interface Designers

0.0%

110

3.2Operations Research Analysts

0.0%

170

2.4Chemical Engineers

0.0%

240

2.3Electrical Engineers

0.0%

240

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

250

3.0Mechanical Engineering Technologists and Technicians

0.0%

210

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

220

2.3Microbiologists

0.0%

150

2.4Biological Technicians

0.0%

100

2.1Public Relations Managers

0.0%

190

1.8Training and Development Managers

0.0%

240

1.2Natural Sciences Managers

0.0%

150

2.1Meeting, Convention, and Event Planners

0.0%

160

2.1Financial Specialists, All Other

0.0%

100

1.5Information Security Analysts

0.0%

130

3.8Bill and Account Collectors

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%

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%

150

4.2Cutting, Punching, and Press 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%

110

3.7Multiple Machine Tool 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%

140

4.3Cutters and Trimmers, Hand

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%

150

1.4Lawyers

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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