Ainxiety | Crop Harvesting, Primarily by Machine

Crop Harvesting, Primarily by Machine

# 1825 overall · better than -18.9% of other industries

4/5Moderate Risk
AInxiety Score™

3/5

Regulatory Compliance

3/5

Capex Requirements

3/5

Data Intensity

4/5

Workforce Flexibility

4/5

Adaptability

5/5

Complexity

The crop harvesting industry by machine is highly standardized and highly suitable for AI automation. While some regulatory and capital investment requirements exist, they do not substantially hinder the integration of AI. The industry is progressively data-driven, and the predominantly low-skill workforce is highly susceptible to automation.

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Crop Harvesting, Primarily by Machine

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 Support Activities for Crop Production

56.1%

189,240

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

5.1%

17,120

4.5Packers and Packagers, Hand

4.4%

18,130

2.8Logging Equipment Operators

4.2%

14,270

3.7Agricultural Equipment Operators

3.1%

10,440

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

2.8%

9,570

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

2.5%

8,580

4.2Graders and Sorters, Agricultural Products

2.2%

7,310

Industrial Truck and Tractor Operators

1.8%

6,480

2.0Animal Caretakers

1.6%

5,430

3.0Heavy and Tractor-Trailer Truck Drivers

1.5%

5,070

4.5Packaging and Filling Machine Operators and Tenders

1.3%

4,510

4.2Office Clerks, General

1.2%

4,160

1.5General and Operations Managers

0.9%

3,030

3.0Farm Equipment Mechanics and Service Technicians

0.9%

2,940

2.8Maintece and Repair Workers, General

0.7%

2,960

0.7%

2,360

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.7%

2,290

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.7%

2,240

3.8Bookkeeping, Accounting, and Auditing Clerks

0.6%

2,150

3.0Farmers, Ranchers, and Other Agricultural Managers

0.6%

2,140

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.6%

2,070

3.6Pesticide Handlers, Sprayers, and Applicators, Vegetation

0.6%

1,960

4.3Shipping, Receiving, and Inventory Clerks

0.6%

1,850

4.0Cleaners of Vehicles and Equipment

0.5%

1,750

3.3Landscaping and Groundskeeping Workers

0.5%

1,920

1.1Animal Trainers

0.5%

1,680

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

0.5%

1,990

3.1Logging Workers, All Other

0.5%

1,560

2.7Recycling Coordinators

0.5%

1,560

2.8First-Line Supervisors of Production and Operating Workers

0.4%

1,460

2.3Commercial Pilots

0.3%

1,170

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

0.3%

1,150

2.6First-Line Supervisors of Office and Administrative Support Workers

0.3%

1,140

3.8Payroll and Timekeeping Clerks

0.3%

970

3.0Agricultural Workers, All Other

0.3%

920

3.2Accountants and Auditors

0.3%

980

2.2Animal Breeders

0.3%

880

2.8Agricultural Inspectors

0.3%

890

2.3Industrial Machinery Mechanics

0.2%

770

3.2Light Truck Drivers

0.2%

750

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

0.2%

740

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

0.2%

740

3.8Helpers--Production Workers

0.2%

670

3.3Retail Salespersons

0.2%

650

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

0.2%

560

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

0.2%

570

3.2Production, Planning, and Expediting Clerks

0.2%

590

2.0Soil and Plant Scientists

0.2%

580

2.5Industrial Production Managers

0.2%

550

4.5Food Processing Workers, All Other

0.2%

560

2.8Business Operations Specialists, All Other

0.2%

660

0.1%

490

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

480

3.9Stockers and Order Fillers

0.1%

460

2.5Human Resources Specialists

0.1%

440

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

0.1%

550

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.1%

410

2.2Financial Managers

0.1%

420

2.1Buyers and Purchasing Agents, Farm Products

0.1%

380

2.5Farm Labor Contractors

0.1%

320

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

0.1%

340

2.7Occupational Health and Safety Specialists

0.1%

360

1.8Self-Enrichment Teachers

0.1%

300

3.0Agricultural Technicians

0.1%

290

1.5Sales Managers

0.1%

300

1.5Managers, All Other

0.1%

270

3.3Customer Service Representatives

0.1%

260

2.8Security Guards

0.1%

290

2.8Transportation, Storage, and Distribution Managers

0.1%

250

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

250

3.9Production Workers, All Other

0.1%

250

4.1Conveyor Operators and Tenders

0.1%

250

4.2Machine Feeders and Offbearers

0.1%

240

3.2Welders, Cutters, Solderers, and Brazers

0.1%

250

3.2Receptionists and Information Clerks

0.1%

220

3.3Computer User Support Specialists

0.1%

200

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.1%

200

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

210

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

200

3.0Logisticians

0.1%

210

1.7Animal Scientists

0.1%

180

1.8Aircraft Mechanics and Service Technicians

0.1%

170

2.1Maintece Workers, Machinery

0.1%

170

3.8Helpers--Installation, Maintece, and Repair Workers

0.1%

150

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

160

3.8Shuttle Drivers and Chauffeurs

0.1%

190

3.1Food Scientists and Technologists

0.1%

160

2.8Administrative Services Managers

0.1%

170

3.0Facilities Managers

0.0%

120

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

120

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

130

2.8Aircraft Service Attendants

0.0%

130

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

150

4.8Data Entry Keyers

0.0%

130

3.1Food Science Technicians

0.0%

150

1.8Public Relations Specialists

0.0%

150

2.2First-Line Supervisors of Personal Service Workers

0.0%

150

3.2Log Graders and Scalers

0.0%

100

2.0Electricians

0.0%

100

Miscellaneous Assemblers and Fabricators

0.0%

120

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

0.0%

90

2.8Sales and Related Workers, All Other

0.0%

100

2.5First-Line Supervisors of Retail Sales Workers

0.0%

110

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

110

0.5Chief Executives

0.0%

90

2.0Computer and Information Systems Managers

0.0%

110

1.5Human Resources Managers

0.0%

90

2.7Compliance Officers

0.0%

120

2.2Project Management Specialists

0.0%

100

1.7Training and Development Specialists

0.0%

90

3.1Market Research Analysts and Marketing Specialists

0.0%

120

2.2Tree Trimmers and Pruners

0.0%

80

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

60

3.8Maids and Housekeeping Cleaners

0.0%

80

2.9Pest Control Workers

0.0%

80

3.2Purchasing Managers

0.0%

50

2.0Management Analysts

0.0%

50

3.1Network and Computer Systems Administrators

0.0%

80

2.3Computer Occupations, All Other

0.0%

80

2.7Industrial Engineers

0.0%

60

4.0Order Clerks

0.0%

70

1.3Veterinarians

0.0%

70

1.3Veterinary Technologists and Technicians

0.0%

80

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

0.0%

40

0.0%

40

3.7Cooling and Freezing Equipment Operators and Tenders

0.0%

30

3.0Driver/Sales Workers

0.0%

50

3.8Billing and Posting Clerks

0.0%

40

3.8Food Preparation Workers

0.0%

50

2.5Marketing Managers

0.0%

40

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

30

4.2Material Moving Workers, All Other

0.0%

40

2.3Software Developers

0.0%

50

0.0%

40

3.5Procurement Clerks

0.0%

40

2.4Financial and Investment Analysts

0.0%

50

2.5Computer Systems Analysts

0.0%

50

1.8Construction Laborers

0.0%

50

2.3Outdoor Power Equipment and Other Small Engine Mechanics

0.0%

50

0.0%

40

4.2Cost Estimators

0.0%

60

3.5Hoist and Winch Operators

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