Ainxiety | Land Subdivision

Land Subdivision

# 949 overall · better than 38.2% of other industries

2.5/5Moderate Risk
AInxiety Score™

1/5

Workforce Flexibility

2/5

Complexity

2/5

Capex Requirements

2/5

Adaptability

3/5

Regulatory Compliance

3/5

Data Intensity

Land subdivision involves both standardized and complex tasks, with moderate regulatory and compliance barriers. While some processes can be enhanced by AI, the specialized skills required and significant capital investments mean full automation is unlikely in the near term. The industry is showing moderate adaptability to AI, particularly in areas like planning and data management.

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Land Subdivision

Should AI be regulated in this industry?

Yes

Risk composition of jobs in this industry

34,440 jobs in Land Subdivision

8.8%

3,020

1.6Construction Managers

8.6%

2,960

1.8Construction Laborers

8.2%

2,820

1.5General and Operations Managers

5.5%

1,900

2.2Project Management Specialists

5.0%

1,710

3.2Accountants and Auditors

4.2%

1,460

2.3Operating Engineers and Other Construction Equipment Operators

4.2%

1,460

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

4.2%

1,450

2.7Property, Real Estate, and Community Association Managers

3.9%

1,330

1.5First-Line Supervisors of Construction Trades and Extraction Workers

3.8%

1,320

4.2Office Clerks, General

3.4%

1,170

3.8Bookkeeping, Accounting, and Auditing Clerks

3.3%

36,830

1.8Electrical Power-Line Installers and Repairers

3.2%

1,100

2.8Real Estate Sales Agents

2.6%

890

2.8Maintece and Repair Workers, General

2.3%

780

2.2Financial Managers

1.9%

21,210

3.1Cement Masons and Concrete Finishers

1.7%

570

3.0Heavy and Tractor-Trailer Truck Drivers

1.6%

17,350

2.0Plumbers, Pipefitters, and Steamfitters

1.5%

530

3.1Market Research Analysts and Marketing Specialists

1.4%

15,840

3.2Welders, Cutters, Solderers, and Brazers

1.4%

15,810

3.5Paving, Surfacing, and Tamping Equipment Operators

1.4%

480

3.3Landscaping and Groundskeeping Workers

1.4%

470

2.8Business Operations Specialists, All Other

1.4%

470

3.3Executive Secretaries and Executive Administrative Assistants

1.3%

14,870

2.3Telecommunications Line Installers and Repairers

1.2%

420

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

1.1%

88,530

3.2Drywall and Ceiling Tile Installers

1.1%

380

3.3Customer Service Representatives

1.0%

350

2.2Carpenters

0.9%

300

2.6First-Line Supervisors of Office and Administrative Support Workers

0.8%

270

1.5Managers, All Other

0.8%

8,380

3.1Earth Drillers, Except Oil and Gas

0.7%

250

2.0Civil Engineers

0.7%

250

2.4Financial and Investment Analysts

0.7%

240

1.4Lawyers

0.6%

200

2.1Buyers and Purchasing Agents, Farm Products

0.6%

200

3.2Pipelayers

0.6%

190

2.5Human Resources Specialists

0.5%

42,810

2.3Glaziers

0.5%

170

3.6Waiters and Waitresses

0.5%

5,300

Highway Maintece Workers

0.5%

160

1.5Sales Managers

0.5%

160

2.8Administrative Services Managers

0.5%

150

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.5%

5,000

2.7Occupational Health and Safety Specialists

0.4%

150

3.2Receptionists and Information Clerks

0.4%

34,720

2.5Tile and Stone Setters

0.4%

140

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.4%

140

3.7Amusement and Recreation Attendants

0.4%

4,330

2.5Crossing Guards and Flaggers

0.4%

130

2.5Marketing Managers

0.4%

120

0.5Chief Executives

0.4%

120

2.5Construction and Building Inspectors

0.4%

3,960

2.5Painters, Construction and Maintece

0.3%

110

4.2Cost Estimators

0.3%

3,600

2.1Structural Iron and Steel Workers

0.3%

110

3.3Computer User Support Specialists

0.3%

3,350

2.3Crane and Tower Operators

0.3%

100

1.2Architects, Except Landscape and Naval

0.3%

3.2Architectural and Civil Drafters

0.3%

2.5Real Estate Brokers

0.3%

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

0.3%

21,350

2.8Plasterers and Stucco Masons

0.3%

21,630

2.1Elevator and Escalator Installers and Repairers

0.3%

3.7Counter and Rental Clerks

0.3%

3.2Production, Planning, and Expediting Clerks

0.3%

20,140

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

0.3%

19,930

2.1Security and Fire Alarm Systems Installers

0.3%

19,520

2.8Mechanical Door Repairers

0.2%

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.2%

2,440

Industrial Truck and Tractor Operators

0.2%

2,400

2.5Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

0.2%

2,390

0.2%

0.2%

0.2%

0.2%

2,310

3.8Helpers--Production Workers

0.2%

3.8Surveyors

0.2%

1.3Social and Community Service Managers

0.2%

1.7Training and Development Specialists

0.2%

2,180

2.8First-Line Supervisors of Production and Operating Workers

0.2%

15,460

4.2Tapers

0.2%

16,020

3.3Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters

0.2%

2,120

2.7Recycling Coordinators

0.2%

2,110

3.2Light Truck Drivers

0.2%

2,090

3.0Helpers, Construction Trades, All Other

0.2%

3.2Paralegals and Legal Assistants

0.2%

1,950

3.7Helpers--Extraction Workers

0.2%

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.2%

1,920

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.2%

1,890

Miscellaneous Construction and Related Workers

0.2%

3.1Network and Computer Systems Administrators

0.2%

1.5Human Resources Managers

0.2%

1,780

2.2Reinforcing Iron and Rebar Workers

0.1%

3.8Maids and Housekeeping Cleaners

0.1%

1,650

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

3.8Payroll and Timekeeping Clerks

0.1%

4.0Couriers and Messengers

0.1%

1.6Architectural and Engineering Managers

0.1%

2.1Meeting, Convention, and Event Planners

0.1%

1,550

3.5Pile Driver Operators

0.1%

1,490

3.0Roustabouts, Oil and Gas

0.1%

1,510

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.1%

3.2Purchasing Managers

0.1%

1,450

2.3Radio, Cellular, and Tower Equipment Installers and Repairers

0.1%

1,490

1.8Electrical and Electronics Repairers, Powerhouse, Substation, and Relay

0.1%

1,460

2.0Wind Turbine Service Technicians

0.1%

1.5Fundraisers

0.1%

2.1Financial Specialists, All Other

0.1%

1,300

3.2Rail-Track Laying and Maintece Equipment Operators

0.1%

1,380

2.3Industrial Machinery Mechanics

0.1%

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

2.1Financial Risk Specialists

0.1%

1,180

3.2Plant and System Operators, All Other

0.1%

1,210

3.9Stockers and Order Fillers

0.1%

1,230

2.8Solar Photovoltaic Installers

0.1%

1,180

2.7Compliance Officers

0.1%

1,200

3.8Billing and Posting Clerks

0.1%

8,990

2.6Carpet Installers

0.1%

2.1Public Relations Managers

0.1%

3.0Facilities Managers

0.1%

2.0Computer and Information Systems Managers

0.1%

3.1Bartenders

0.1%

2.0Management Analysts

0.1%

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

0.1%

1,110

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

7,530

2.2Stonemasons

0.1%

7,740

2.9Cabinetmakers and Bench Carpenters

0.1%

2.0Interior Designers

0.1%

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.1%

3.8Helpers--Installation, Maintece, and Repair Workers

0.1%

1,000

2.0Captains, Mates, and Pilots of Water Vessels

0.1%

980

3.2Pump Operators, Except Wellhead Pumpers

0.1%

1,030

2.3Helpers--Electricians

0.1%

980

2.4Millwrights

0.1%

1,000

2.3Electrical Engineers

0.1%

850

2.8Transportation, Storage, and Distribution Managers

0.1%

870

2.1Maintece Workers, Machinery

0.1%

880

3.2Surveying and Mapping Technicians

0.1%

850

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

0.1%

6,040

2.7Audiovisual Equipment Installers and Repairers

0.1%

800

2.0Riggers

0.1%

750

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

740

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

0.1%

820

4.3Shipping, Receiving, and Inventory Clerks

0.1%

640

Miscellaneous Assemblers and Fabricators

0.1%

650

2.5Industrial Production Managers

0.1%

710

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

720

2.5Occupational Health and Safety Technicians

0.1%

710

4.0Mechanical Drafters

0.1%

4,600

3.5Floor Sanders and Finishers

0.1%

4,470

2.0Helpers--Roofers

0.1%

580

1.8Commercial Divers

0.1%

510

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

500

2.5Sailors and Marine Oilers

0.1%

580

4.3Septic Tank Servicers and Sewer Pipe Cleaners

0.1%

550

2.8Automotive Service Technicians and Mechanics

0.1%

520

3.0Logisticians

0.1%

540

2.3Computer Occupations, All Other

0.1%

3,870

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

0.0%

400

3.8Machinists

0.0%

470

2.2Tree Trimmers and Pruners

0.0%

420

2.8Computer Network Architects

0.0%

400

2.3Engineers, All Other

0.0%

390

2.3Civil Engineering Technologists and Technicians

0.0%

410

4.8Data Entry Keyers

0.0%

3,180

4.6Telemarketers

0.0%

360

3.2Structural Metal Fabricators and Fitters

0.0%

320

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

0.0%

310

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

0.0%

380

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

0.0%

360

3.9Production Workers, All Other

0.0%

320

4.2Material Moving Workers, All Other

0.0%

300

3.2Helpers--Carpenters

0.0%

330

2.8Computer Network Support Specialists

0.0%

300

2.3Software Developers

0.0%

320

2.7Industrial Engineers

0.0%

370

2.5Mechanical Engineers

0.0%

380

3.4Electrical and Electronics Drafters

0.0%

370

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

330

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

2,330

2.2Hazardous Materials Removal Workers

0.0%

190

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.0%

260

2.8Motor Vehicle Operators, All Other

0.0%

180

2.0Ship Engineers

0.0%

210

3.2Traffic Technicians

0.0%

230

3.8Dredge Operators

0.0%

230

4.0Cleaners of Vehicles and Equipment

0.0%

180

3.1Insulation Workers, Floor, Ceiling, and Wall

0.0%

220

3.3Insulation Workers, Mechanical

0.0%

220

3.2Sheet Metal Workers

0.0%

170

3.5Loading and Moving Machine Operators, Underground Mining

0.0%

260

3.5Extraction Workers, All Other

0.0%

200

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.0%

240

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

170

2.3Chemical Technicians

0.0%

270

1.8First-Line Supervisors of Protective Service Workers, All Other

0.0%

190

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

0.0%

180

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

190

2.5Computer Systems Analysts

0.0%

170

2.8Data Scientists

0.0%

270

3.3Retail Salespersons

0.0%

200

3.8Bill and Account Collectors

0.0%

250

3.5Procurement Clerks

0.0%

240

4.5Information and Record Clerks, All Other

0.0%

200

3.7Office and Administrative Support Workers, All Other

0.0%

230

2.5Brickmasons and Blockmasons

0.0%

1,630

2.3Home Appliance Repairers

0.0%

1,260

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.0%

1,460

2.8Audio and Video Technicians

0.0%

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

0.0%

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

0.0%

120

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

0.0%

3.5Computer Numerically Controlled Tool Operators

0.0%

150

2.3Commercial Pilots

0.0%

110

2.2Motorboat Operators

0.0%

3.8Tank Car, Truck, and Ship Loaders

0.0%

2.3Roofers

0.0%

130

3.8Fence Erectors

0.0%

140

Derrick Operators, Oil and Gas

0.0%

2.8Rotary Drill Operators, Oil and Gas

0.0%

130

2.5Explosives Workers, Ordce Handling Experts, and Blasters

0.0%

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

3.0Farm Equipment Mechanics and Service Technicians

0.0%

2.3Outdoor Power Equipment and Other Small Engine Mechanics

0.0%

2.5Calibration Technologists and Technicians

0.0%

120

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

150

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

0.0%

140

2.5Graphic Designers

0.0%

110

1.8Public Relations Specialists

0.0%

120

3.8Food Preparation Workers

0.0%

100

3.2Grounds Maintece Workers, All Other

0.0%

2.5First-Line Supervisors of Retail Sales Workers

0.0%

1.8Labor Relations Specialists

0.0%

150

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

3.0Budget Analysts

0.0%

1.5Information Security Analysts

0.0%

3.0Database Administrators

0.0%

2.5Database Architects

0.0%

3.8Computer Programmers

0.0%

2.3Landscape Architects

0.0%

3.2Electronics Engineers, Except Computer

0.0%

160

2.2Environmental Engineers

0.0%

1.5Marine Engineers and Naval Architects

0.0%

120

3.8Drafters, All Other

0.0%

3.8Cashiers

0.0%

110

3.8Parts Salespersons

0.0%

120

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

0.0%

2.2Sales Engineers

0.0%

100

2.8Sales and Related Workers, All Other

0.0%

4.7File Clerks

0.0%

4.6Meter Readers, Utilities

0.0%

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.0%

400

3.2Loan Officers

0.0%

750

3.7Paperhangers

0.0%

910

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

890

3.3Automotive Glass Installers and Repairers

0.0%

450

3.9Manufactured Building and Mobile Home Installers

0.0%

640

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

0.0%

480

3.9Painting, Coating, and Decorating Workers

0.0%

470

3.5Computer Numerically Controlled Tool Programmers

0.0%

750

3.0Demonstrators and Product Promoters

0.0%

720

2.2Door-to-Door Sales Workers, News and Street Vendors, and Related Workers

0.0%

490

3.5Loan Interviewers and Clerks

0.0%

930

4.0Order Clerks

0.0%

580

4.0Electromechanical Equipment Assemblers

0.0%

520

4.2Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

1,030

1.5Commercial and Industrial Designers

0.0%

680

2.0Designers, All Other

0.0%

840

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

480

3.8Building Cleaning Workers, All Other

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