Ainxiety | Dairy Cattle and Milk Production

Dairy Cattle and Milk Production

# 690 overall · better than 55.0% of other industries

2.2/5Moderate Risk
AInxiety Score™

1/5

Complexity

2/5

Regulatory Compliance

2/5

Capex Requirements

2/5

Workforce Flexibility

2/5

Adaptability

3/5

Data Intensity

Dairy cattle and milk production involves specialized knowledge and moderate regulatory requirements, making full AI displacement less likely. While there is potential for automation in areas like milking and health tracking, significant capital investment is needed to integrate these technologies. Furthermore, the workforce requires a blend of skills, some of which are challenging to replace with AI.

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Dairy Cattle and Milk Production

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Risk composition of jobs in this industry

0 jobs in Agriculture, Forestry, Fishing and Hunting

45.9%

189,700

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

4.4%

18,130

2.8Logging Equipment Operators

4.1%

17,120

4.5Packers and Packagers, Hand

3.5%

14,510

3.7Agricultural Equipment Operators

3.4%

14,070

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

3.3%

13,440

3.0Heavy and Tractor-Trailer Truck Drivers

2.9%

12,160

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

2.4%

10,090

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

2.1%

8,600

4.2Graders and Sorters, Agricultural Products

1.8%

7,580

Industrial Truck and Tractor Operators

1.7%

7,100

4.2Office Clerks, General

1.6%

6,480

2.0Animal Caretakers

1.5%

6,020

1.5General and Operations Managers

1.2%

5,140

4.5Packaging and Filling Machine Operators and Tenders

0.9%

3,870

2.8Maintece and Repair Workers, General

0.9%

3,770

3.8Bookkeeping, Accounting, and Auditing Clerks

0.8%

3,120

3.0Farm Equipment Mechanics and Service Technicians

0.7%

2,960

0.7%

2,940

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

0.7%

2,710

3.0Farmers, Ranchers, and Other Agricultural Managers

0.6%

2,400

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.6%

2,390

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.5%

2,100

3.6Pesticide Handlers, Sprayers, and Applicators, Vegetation

0.5%

2,120

4.3Shipping, Receiving, and Inventory Clerks

0.5%

2,050

3.3Landscaping and Groundskeeping Workers

0.5%

1,990

3.1Logging Workers, All Other

0.5%

1,920

1.1Animal Trainers

0.5%

1,900

4.0Cleaners of Vehicles and Equipment

0.4%

1,690

2.8First-Line Supervisors of Production and Operating Workers

0.4%

1,660

2.7Recycling Coordinators

0.4%

1,490

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.3%

1,450

2.6First-Line Supervisors of Office and Administrative Support Workers

0.3%

1,460

2.3Commercial Pilots

0.3%

1,410

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

0.3%

1,320

3.8Payroll and Timekeeping Clerks

0.3%

1,140

3.2Accountants and Auditors

0.3%

1,100

3.0Agricultural Workers, All Other

0.3%

1,070

3.0Agricultural Technicians

0.3%

1,080

3.2Light Truck Drivers

0.2%

980

2.2Animal Breeders

0.2%

930

2.8Agricultural Inspectors

0.2%

930

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

0.2%

900

2.3Industrial Machinery Mechanics

0.2%

880

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

0.2%

740

3.3Retail Salespersons

0.2%

760

3.8Helpers--Production Workers

0.2%

680

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

0.2%

690

2.1Buyers and Purchasing Agents, Farm Products

0.2%

720

2.8Business Operations Specialists, All Other

0.2%

650

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

0.2%

660

0.1%

620

3.2Production, Planning, and Expediting Clerks

0.1%

600

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

620

2.5Industrial Production Managers

0.1%

580

2.3Operating Engineers and Other Construction Equipment Operators

0.1%

600

2.0Soil and Plant Scientists

0.1%

550

4.5Food Processing Workers, All Other

0.1%

550

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.1%

550

2.5Human Resources Specialists

0.1%

510

1.5Managers, All Other

0.1%

490

3.9Stockers and Order Fillers

0.1%

460

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

0.1%

450

2.2Financial Managers

0.1%

390

3.3Customer Service Representatives

0.1%

420

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

400

2.5Farm Labor Contractors

0.1%

370

2.7Occupational Health and Safety Specialists

0.1%

360

1.8Self-Enrichment Teachers

0.1%

370

4.2Machine Feeders and Offbearers

0.1%

320

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

0.1%

350

1.5Sales Managers

0.1%

280

3.2Receptionists and Information Clerks

0.1%

280

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

290

3.2Welders, Cutters, Solderers, and Brazers

0.1%

310

2.8Transportation, Storage, and Distribution Managers

0.1%

300

3.9Production Workers, All Other

0.1%

250

2.1Maintece Workers, Machinery

0.1%

260

2.8Administrative Services Managers

0.1%

230

3.0Logisticians

0.1%

260

3.3Computer User Support Specialists

0.1%

250

4.1Conveyor Operators and Tenders

0.1%

210

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

0.1%

220

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

210

3.8Helpers--Installation, Maintece, and Repair Workers

0.1%

210

3.0Facilities Managers

0.1%

210

3.1Market Research Analysts and Marketing Specialists

0.1%

210

1.7Animal Scientists

0.1%

190

3.1Food Scientists and Technologists

0.1%

220

3.1Food Science Technicians

0.0%

160

1.8Public Relations Specialists

0.0%

150

2.2First-Line Supervisors of Personal Service Workers

0.0%

180

4.8Data Entry Keyers

0.0%

150

3.2Log Graders and Scalers

0.0%

180

1.8Aircraft Mechanics and Service Technicians

0.0%

160

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

0.0%

150

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.0%

150

1.7Training and Development Specialists

0.0%

160

3.8Shuttle Drivers and Chauffeurs

0.0%

140

3.8Maids and Housekeeping Cleaners

0.0%

120

2.2Tree Trimmers and Pruners

0.0%

130

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

140

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

120

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

130

0.5Chief Executives

0.0%

130

1.5Human Resources Managers

0.0%

130

2.2Project Management Specialists

0.0%

130

2.8Aircraft Service Attendants

0.0%

70

1.3Veterinarians

0.0%

70

1.3Veterinary Technologists and Technicians

0.0%

90

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

80

2.9Pest Control Workers

0.0%

80

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

0.0%

100

2.5First-Line Supervisors of Retail Sales Workers

0.0%

100

2.8Sales and Related Workers, All Other

0.0%

70

0.0%

100

2.0Electricians

0.0%

100

Miscellaneous Assemblers and Fabricators

0.0%

100

2.0Computer and Information Systems Managers

0.0%

90

3.2Purchasing Managers

0.0%

100

2.7Compliance Officers

0.0%

80

2.1Meeting, Convention, and Event Planners

0.0%

80

3.1Network and Computer Systems Administrators

0.0%

100

2.3Computer Occupations, All Other

0.0%

90

2.7Industrial Engineers

0.0%

90

3.0Driver/Sales Workers

0.0%

40

3.8Food Preparation Workers

0.0%

50

0.0%

60

3.8Billing and Posting Clerks

0.0%

40

3.5Procurement Clerks

0.0%

60

4.0Order Clerks

0.0%

60

3.7Office and Administrative Support Workers, All Other

0.0%

50

0.0%

50

1.8Construction Laborers

0.0%

50

2.3Outdoor Power Equipment and Other Small Engine Mechanics

0.0%

50

0.0%

50

2.0Installation, Maintece, and Repair Workers, All Other

0.0%

60

2.5Marketing Managers

0.0%

40

4.2Cost Estimators

0.0%

60

2.0Management Analysts

0.0%

40

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

40

2.4Financial and Investment Analysts

0.0%

50

2.5Computer Systems Analysts

0.0%

50

2.3Software Developers

0.0%

40

3.7Cooling and Freezing Equipment Operators and Tenders

0.0%

60

3.5Hoist and Winch Operators

0.0%

30

4.2Material Moving Workers, All Other

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