Ainxiety | Dairy Product Manufacturing

Dairy Product Manufacturing

# 969 overall · better than 36.9% of other industries

2.5/5Moderate Risk
AInxiety Score™

2/5

Regulatory Compliance

2/5

Capex Requirements

2/5

Workforce Flexibility

2/5

Adaptability

3/5

Complexity

3/5

Data Intensity

Dairy product manufacturing is characterized by a blend of standardized and complex tasks, moderate regulatory and compliance barriers, and a significant need for infrastructure investment. The industry has a moderate level of data intensity and some adaptability challenges, primarily due to regulatory and quality concerns. Overall, while there's potential for AI to impact many processes, human expertise remains important in several areas.

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Dairy Product 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

162,350 jobs in Dairy Product Manufacturing

15.3%

24,840

4.2Food Batchmakers

13.7%

22,270

4.5Packaging and Filling Machine Operators and Tenders

6.4%

110,200

4.1Meat, Poultry, and Fish Cutters and Trimmers

5.5%

8,930

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

4.6%

7,520

2.8First-Line Supervisors of Production and Operating Workers

3.9%

66,320

3.8Slaughterers and Meat Packers

3.7%

6,030

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

3.3%

5,410

2.8Maintece and Repair Workers, General

2.7%

4,430

Industrial Truck and Tractor Operators

2.6%

4,300

2.3Industrial Machinery Mechanics

2.6%

4,260

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.6%

4,170

3.0Heavy and Tractor-Trailer Truck Drivers

2.1%

3,370

4.3Shipping, Receiving, and Inventory Clerks

2.0%

3,180

4.5Packers and Packagers, Hand

1.8%

235,340

4.0Electromechanical Equipment Assemblers

1.6%

2,520

3.0Driver/Sales Workers

1.4%

2,310

3.9Fast Food and Counter Workers

1.4%

2,260

3.9Stockers and Order Fillers

1.4%

2,260

4.5Food Processing Workers, All Other

1.3%

2,110

1.5General and Operations Managers

1.2%

1,990

3.1Food Science Technicians

1.2%

1,900

2.5Industrial Production Managers

1.1%

1,700

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

1.1%

1,710

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

1.0%

1,690

3.3Retail Salespersons

0.9%

1,520

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

0.9%

1,500

3.7Cooling and Freezing Equipment Operators and Tenders

0.9%

1,460

4.0Cleaners of Vehicles and Equipment

0.8%

1,380

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.8%

1,390

2.7Recycling Coordinators

0.8%

1,380

4.2Office Clerks, General

0.8%

107,490

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

0.8%

1,350

3.9Production Workers, All Other

0.8%

1,220

3.2Light Truck Drivers

0.7%

1,200

3.2Production, Planning, and Expediting Clerks

0.7%

1,190

3.8Bookkeeping, Accounting, and Auditing Clerks

0.7%

1,170

3.8Helpers--Production Workers

0.7%

11,980

3.8Butchers and Meat Cutters

0.7%

86,900

4.1Sewing Machine Operators

0.7%

1,070

3.3Customer Service Representatives

0.6%

1,040

3.7Food Cooking Machine Operators and Tenders

0.6%

1,020

3.2Accountants and Auditors

0.6%

920

3.1Food Scientists and Technologists

0.6%

73,570

2.9Cabinetmakers and Bench Carpenters

0.6%

9,570

4.2Graders and Sorters, Agricultural Products

0.6%

71,240

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

0.5%

840

2.6First-Line Supervisors of Office and Administrative Support Workers

0.5%

820

2.5Human Resources Specialists

0.5%

810

2.1Buyers and Purchasing Agents, Farm Products

0.5%

800

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

0.4%

56,580

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

0.4%

690

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.4%

630

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

0.4%

620

2.7Industrial Engineers

0.4%

620

3.8Cashiers

0.4%

600

1.5Sales Managers

0.4%

46,710

3.2Structural Metal Fabricators and Fitters

0.3%

45,150

3.8Engine and Other Machine Assemblers

0.3%

5,620

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

0.3%

470

2.8Transportation, Storage, and Distribution Managers

0.3%

36,900

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.3%

450

2.2Financial Managers

0.3%

460

3.0Logisticians

0.3%

430

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

0.3%

33,250

3.8Print Binding and Finishing Workers

0.3%

410

2.1Maintece Workers, Machinery

0.2%

390

3.1Market Research Analysts and Marketing Specialists

0.2%

390

2.8Business Operations Specialists, All Other

0.2%

30,710

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

0.2%

31,200

1.5Aerospace Engineers

0.2%

29,080

3.1Dental Laboratory Technicians

0.2%

29,160

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

0.2%

360

Miscellaneous Assemblers and Fabricators

0.2%

330

2.5First-Line Supervisors of Retail Sales Workers

0.2%

340

3.0Facilities Managers

0.2%

27,010

3.2Sheet Metal Workers

0.2%

330

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.2%

320

2.5Marketing Managers

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%

310

1.7Training and Development Specialists

0.2%

24,570

1.8Aircraft Mechanics and Service Technicians

0.2%

24,880

1.8Computer Hardware Engineers

0.2%

290

2.0Electricians

0.2%

290

4.1Conveyor Operators and Tenders

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%

280

3.6Bakers

0.2%

270

2.2Project Management Specialists

0.2%

250

1.5Managers, All Other

0.2%

20,030

3.7Tire Builders

0.1%

240

2.7Occupational Health and Safety Specialists

0.1%

250

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.1%

240

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

0.1%

240

2.8Water and Wastewater Treatment Plant and System Operators

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%

230

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

0.1%

230

3.8Food Preparation Workers

0.1%

240

1.5Human Resources Managers

0.1%

18,570

3.8Prepress Technicians and Workers

0.1%

17,450

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.1%

220

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

16,770

3.8Chemical Plant and System Operators

0.1%

200

3.3Computer User Support Specialists

0.1%

190

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

0.1%

200

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

15,450

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

0.1%

15,860

3.2Upholsterers

0.1%

190

4.0Order Clerks

0.1%

180

3.1Network and Computer Systems Administrators

0.1%

180

1.8Public Relations Specialists

0.1%

180

3.2Stationary Engineers and Boiler Operators

0.1%

170

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

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%

160

2.8Merchandise Displayers and Window Trimmers

0.1%

160

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

150

3.2Purchasing Managers

0.1%

140

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

0.1%

11,490

4.3Foundry Mold and Coremakers

0.1%

11,870

2.2Sales Engineers

0.1%

130

3.8Payroll and Timekeeping Clerks

0.1%

130

3.2Pump Operators, Except Wellhead Pumpers

0.1%

130

3.3Industrial Engineering Technologists and Technicians

0.1%

120

2.0Computer and Information Systems Managers

0.1%

130

0.5Chief Executives

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%

110

2.5Mechanical Engineers

0.1%

120

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.1%

110

1.6Architectural and Engineering Managers

0.1%

120

2.0Management Analysts

0.1%

120

3.2Receptionists and Information Clerks

0.1%

110

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

110

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

1,250

2.8Agricultural Inspectors

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%

100

3.0Demonstrators and Product Promoters

0.1%

100

3.8Billing and Posting Clerks

0.1%

110

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

100

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

110

2.8Security Guards

0.1%

2.7Compliance Officers

0.1%

100

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

970

3.7Agricultural Equipment Operators

0.1%

1,070

3.5Cooks, Restaurant

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%

3.5Procurement Clerks

0.1%

4.2Material Moving Workers, All Other

0.1%

2.5Graphic Designers

0.1%

2.5Computer Systems Analysts

0.1%

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

800

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

0.1%

940

3.1Cooks, All Other

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%

2.8Data Scientists

0.0%

2.3Engineers, All Other

0.0%

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

2.3Chemical Technicians

0.0%

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

3.7Amusement and Recreation Attendants

0.0%

2.8Administrative Services Managers

0.0%

3.8Paper Goods Machine Setters, Operators, and Tenders

0.0%

3.0Transportation Workers, All Other

0.0%

690

2.5Chemists

0.0%

760

1.3Registered Nurses

0.0%

620

3.8Cooks, Institution and Cafeteria

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%

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

0.0%

2.8Sales and Related Workers, All Other

0.0%

3.0Agricultural Technicians

0.0%

2.5Occupational Health and Safety Technicians

0.0%

2.0Chefs and Head Cooks

0.0%

2.4Financial and Investment Analysts

0.0%

3.2Welders, Cutters, Solderers, and Brazers

0.0%

3.5Computer Numerically Controlled Tool Programmers

0.0%

3.7Office and Administrative Support Workers, All Other

0.0%

590

2.8Computer Network Support Specialists

0.0%

560

3.8Cooks, Fast Food

0.0%

540

3.3Landscaping and Groundskeeping Workers

0.0%

570

3.7Counter and Rental Clerks

0.0%

440

3.5Chemical Equipment Operators and Tenders

0.0%

520

2.3Crane and Tower Operators

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%

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

2.0Installation, Maintece, and Repair Workers, All Other

0.0%

1.4Lawyers

0.0%

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

4.2Machine Feeders and Offbearers

0.0%

4.8Data Entry Keyers

0.0%

310

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

0.0%

330

2.0Soil and Plant Scientists

0.0%

320

2.6Food Service Managers

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%

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%

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%

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%

2.8Computer Network Architects

0.0%

110

3.0Database Administrators

0.0%

200

3.8Computer Programmers

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%

250

3.0Mechanical Engineering Technologists and Technicians

0.0%

210

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

220

1.7Animal Scientists

0.0%

170

2.0Biochemists and Biophysicists

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%

180

3.0Farmers, Ranchers, and Other Agricultural 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%

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%

140

2.4Millwrights

0.0%

130

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

0.0%

150

4.2Cutting, Punching, and Press 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%

100

3.8Shuttle Drivers and Chauffeurs

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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