Ainxiety | Natural Gas Distribution

Natural Gas Distribution

# 441 overall · better than 71.3% of other industries

1.6/5Moderate Risk
AInxiety Score™

1/5

Regulatory Compliance

1/5

Capex Requirements

1/5

Workforce Flexibility

2/5

Complexity

2/5

Data Intensity

2/5

Adaptability

The natural gas distribution industry possesses a blend of standardized processes and complex operations that can benefit from AI, particularly in monitoring and maintenance. However, regulatory challenges and the necessity for specialized infrastructure limit the potential for AI to fully displace human roles. The required skill set of the workforce and moderate data integration also contribute to slower AI adoption. Overall, while AI can support and enhance operations, it is unlikely to completely displace the industry.

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Natural Gas Distribution

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Risk composition of jobs in this industry

112,540 jobs in Natural Gas Distribution

11.6%

12,990

3.3Control and Valve Installers and Repairers, Except Mechanical Door

5.7%

6,420

3.3Customer Service Representatives

5.5%

6,220

3.0Gas Plant Operators

5.4%

6,090

2.0Plumbers, Pipefitters, and Steamfitters

3.5%

4,000

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

2.8%

15,900

2.8Water and Wastewater Treatment Plant and System Operators

2.6%

2,890

2.2Project Management Specialists

2.5%

2,790

1.5General and Operations Managers

2.4%

2,700

1.8Electrical Power-Line Installers and Repairers

2.2%

2,510

2.8Business Operations Specialists, All Other

2.1%

2,400

4.6Meter Readers, Utilities

2.1%

2,360

2.8First-Line Supervisors of Production and Operating Workers

1.9%

2,200

4.2Office Clerks, General

1.9%

2,130

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

1.8%

2,050

2.0Management Analysts

1.7%

1,960

2.3Industrial Machinery Mechanics

1.7%

1,930

1.5First-Line Supervisors of Construction Trades and Extraction Workers

1.6%

1,800

2.6First-Line Supervisors of Office and Administrative Support Workers

1.3%

1,490

2.3Electrical Engineers

1.3%

1,450

3.9Production Workers, All Other

1.2%

1,400

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

1.2%

1,340

2.3Operating Engineers and Other Construction Equipment Operators

1.2%

1,330

2.5Computer Systems Analysts

1.1%

1,280

2.7Compliance Officers

0.9%

1,030

2.5Construction and Building Inspectors

0.9%

1,000

3.2Accountants and Auditors

0.8%

940

2.3Engineers, All Other

0.8%

4,660

1.5Nuclear Engineers

0.8%

920

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

0.8%

910

2.8Maintece and Repair Workers, General

0.8%

4,500

2.0Nuclear Power Reactor Operators

0.8%

850

1.6Construction Managers

0.8%

840

2.1Buyers and Purchasing Agents, Farm Products

0.7%

810

1.5Managers, All Other

0.7%

760

3.2Welders, Cutters, Solderers, and Brazers

0.7%

730

2.0Installation, Maintece, and Repair Workers, All Other

0.6%

700

1.8Construction Laborers

0.6%

700

3.3Computer User Support Specialists

0.6%

3,470

2.0Wind Turbine Service Technicians

0.6%

3,340

1.3Nuclear Technicians

0.6%

650

2.7Industrial Engineers

0.6%

650

2.0Electricians

0.6%

620

2.5Mechanical Engineers

0.5%

590

3.0Power Distributors and Dispatchers

0.5%

590

3.0Logisticians

0.5%

580

3.1Market Research Analysts and Marketing Specialists

0.5%

570

3.8Bookkeeping, Accounting, and Auditing Clerks

0.5%

570

3.2Production, Planning, and Expediting Clerks

0.5%

560

1.7Training and Development Specialists

0.5%

550

2.3Software Developers

0.5%

540

3.0Heavy and Tractor-Trailer Truck Drivers

0.5%

540

2.7Occupational Health and Safety Specialists

0.5%

530

3.0Power Plant Operators

0.5%

500

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.5%

510

2.0Civil Engineers

0.5%

2,520

2.8Solar Photovoltaic Installers

0.4%

490

3.9Stockers and Order Fillers

0.4%

470

2.5Industrial Production Managers

0.4%

480

2.4Financial and Investment Analysts

0.4%

470

3.8Gas Compressor and Gas Pumping Station Operators

0.4%

460

3.7Dispatchers, Except Police, Fire, and Ambulance

0.4%

440

2.2Financial Managers

0.4%

440

1.6Architectural and Engineering Managers

0.4%

440

3.3Executive Secretaries and Executive Administrative Assistants

0.4%

420

3.2Surveying and Mapping Technicians

0.4%

420

2.8Transportation, Storage, and Distribution Managers

0.4%

410

3.2Operations Research Analysts

0.4%

420

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

0.4%

410

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

0.4%

410

2.1Electrical and Electronic Engineering Technologists and Technicians

0.3%

400

2.0Computer and Information Systems Managers

0.3%

390

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.3%

390

1.7Petroleum Engineers

0.3%

380

1.5Sales Managers

0.3%

380

2.5Human Resources Specialists

0.3%

360

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.3%

340

3.8Bill and Account Collectors

0.3%

340

3.8Billing and Posting Clerks

0.3%

340

3.3Industrial Engineering Technologists and Technicians

0.3%

320

3.2Light Truck Drivers

0.3%

330

2.3Computer Occupations, All Other

0.3%

320

3.5Cartographers and Photogrammetrists

0.3%

320

3.4Electrical and Electronics Drafters

0.3%

300

2.8Computer Network Architects

0.3%

280

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.2%

270

0.2%

250

3.8Helpers--Installation, Maintece, and Repair Workers

0.2%

1,220

4.2Cost Estimators

0.2%

240

2.1Financial Specialists, All Other

0.2%

240

0.2%

220

2.5Marketing Managers

0.2%

230

2.8Administrative Services Managers

0.2%

230

0.2%

220

1.8Public Relations Specialists

0.2%

210

2.8Data Scientists

0.2%

1,000

2.2Tree Trimmers and Pruners

0.2%

190

2.8Real Estate Sales Agents

0.2%

180

3.1Network and Computer Systems Administrators

0.1%

160

3.5Wellhead Pumpers

0.1%

160

2.7Recycling Coordinators

0.1%

160

2.8Automotive Service Technicians and Mechanics

0.1%

160

1.5Information Security Analysts

0.1%

820

3.3Landscaping and Groundskeeping Workers

0.1%

150

2.1Public Relations Managers

0.1%

150

2.0Environmental Scientists and Specialists, Including Health

0.1%

140

2.3Civil Engineering Technologists and Technicians

0.1%

750

2.7Securities, Commodities, and Financial Services Sales Agents

0.1%

130

2.3Telecommunications Line Installers and Repairers

0.1%

130

2.8Sales and Related Workers, All Other

0.1%

120

1.5Human Resources Managers

0.1%

130

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.1%

120

4.3Shipping, Receiving, and Inventory Clerks

0.1%

130

2.5Service Unit Operators, Oil and Gas

0.1%

640

Industrial Truck and Tractor Operators

0.1%

120

0.5Chief Executives

0.1%

590

0.1%

100

3.0Compensation, Benefits, and Job Analysis Specialists

0.1%

100

2.1Maintece Workers, Machinery

0.1%

110

3.5Software Quality Assurance Analysts and Testers

0.1%

100

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

0.1%

100

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

0.1%

500

3.0Helpers, Construction Trades, All Other

0.1%

500

3.8Computer Programmers

0.1%

90

3.0Facilities Managers

0.1%

90

1.8Labor Relations Specialists

0.1%

90

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

0.1%

430

3.8Payroll and Timekeeping Clerks

0.1%

430

1.5First-Line Supervisors of Security Workers

0.1%

80

3.2Purchasing Managers

0.1%

80

Miscellaneous Construction and Related Workers

0.1%

80

3.2Paralegals and Legal Assistants

0.1%

80

0.1%

370

2.7Electric Motor, Power Tool, and Related Repairers

0.1%

400

3.2Stationary Engineers and Boiler Operators

0.1%

70

2.1Financial Risk Specialists

0.1%

70

3.0Database Administrators

0.1%

70

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

310

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.1%

60

4.5Information and Record Clerks, All Other

0.1%

50

0.1%

50

2.5Geological Technicians, Except Hydrologic Technicians

0.1%

50

2.5Occupational Health and Safety Technicians

0.1%

60

2.5Graphic Designers

0.1%

60

2.2Environmental Engineers

0.1%

60

3.8Drafters, All Other

0.1%

290

3.8Helpers--Production Workers

0.1%

270

2.6Technical Writers

0.1%

290

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

0.1%

270

3.2Electronics Engineers, Except Computer

0.0%

50

1.8Training and Development Managers

0.0%

50

0.4Emergency Management Directors

0.0%

50

3.5Credit Analysts

0.0%

40

4.8Data Entry Keyers

0.0%

50

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

50

2.8Computer Network Support Specialists

0.0%

50

1.5Commercial and Industrial Designers

0.0%

50

2.8Security Guards

0.0%

50

3.2Architectural and Civil Drafters

0.0%

210

3.2Plant and System Operators, All Other

0.0%

220

3.5Procurement Clerks

0.0%

210

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

220

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

30

3.0Budget Analysts

0.0%

30

4.0Order Clerks

0.0%

40

3.2Receptionists and Information Clerks

0.0%

40

2.5Database Architects

0.0%

30

2.2Geoscientists, Except Hydrologists and Geographers

0.0%

30

2.3Chemical Technicians

0.0%

40

2.5Environmental Science and Protection Technicians, Including Health

0.0%

30

2.4Forest and Conservation Technicians

0.0%

30

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.0%

30

2.2Sales Engineers

0.0%

40

2.5Materials Engineers

0.0%

40

2.5Calibration Technologists and Technicians

0.0%

180

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.0%

170

0.0%

150

Miscellaneous Assemblers and Fabricators

0.0%

160

0.0%

180

3.7Office and Administrative Support Workers, All Other

0.0%

190

2.3Helpers--Electricians

0.0%

160

1.7Urban and Regional Planners

0.0%

160

4.1Conveyor Operators and Tenders

0.0%

150

3.8Tank Car, Truck, and Ship Loaders

0.0%

180

2.4Chemical Engineers

0.0%

160

2.0Physical Scientists, All Other

0.0%

120

1.2Natural Sciences Managers

0.0%

120

4.3Septic Tank Servicers and Sewer Pipe Cleaners

0.0%

110

3.1Earth Drillers, Except Oil and Gas

0.0%

100

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

110

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

0.0%

100

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.0%

100

0.0%

90

2.5Painters, Construction and Maintece

0.0%

120

2.2Hazardous Materials Removal Workers

0.0%

90

0.0%

90

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

0.0%

110

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

0.0%

90

3.0Driver/Sales Workers

0.0%

130

2.3Crane and Tower Operators

0.0%

140

3.2Pump Operators, Except Wellhead Pumpers

0.0%

90

3.5Web Developers

0.0%

90

3.0Mathematical Science Occupations, All Other

0.0%

110

1.8Computer Hardware Engineers

0.0%

140

4.0Mechanical Drafters

0.0%

130

2.4Environmental Engineering Technologists and Technicians

0.0%

70

2.2Compensation and Benefits Managers

0.0%

80

2.3Appraisers and Assessors of Real Estate

0.0%

40

Highway Maintece Workers

0.0%

70

2.3Radio, Cellular, and Tower Equipment Installers and Repairers

0.0%

50

3.0Farm Equipment Mechanics and Service Technicians

0.0%

60

0.0%

60

4.0Electromechanical Equipment Assemblers

0.0%

60

3.8Chemical Plant and System Operators

0.0%

80

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

0.0%

40

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

0.0%

60

4.1Credit Authorizers, Checkers, and Clerks

0.0%

70

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

50

3.2Legal Secretaries and Administrative Assistants

0.0%

80

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

50

4.1Office Machine Operators, Except Computer

0.0%

40

3.0Agricultural Workers, All Other

0.0%

40

2.0Boilermakers

0.0%

40

3.3Insulation Workers, Mechanical

0.0%

80

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

0.0%

70

3.1Hydrologic Technicians

0.0%

40

4.0Title Examiners, Abstractors, and Searchers

0.0%

40

1.3Registered Nurses

0.0%

70

0.3Firefighters

0.0%

70

1.0Protective Service Workers, All Other

0.0%

30

3.2Grounds Maintece Workers, All Other

0.0%

60

2.5First-Line Supervisors of Retail Sales Workers

0.0%

80

3.3Retail Salespersons

0.0%

30

2.5Real Estate Brokers

0.0%

50

2.3Commercial Pilots

0.0%

30

2.8Motor Vehicle Operators, All Other

0.0%

30

2.2Motorboat Operators

0.0%

50

4.0Cleaners of Vehicles and Equipment

0.0%

40

3.9Refuse and Recyclable Material Collectors

0.0%

80

4.2Material Moving Workers, All Other

0.0%

50

1.2Computer and Information Research Scientists

0.0%

70

2.8Web and Digital Interface Designers

0.0%

80

3.0Mechanical Engineering Technologists and Technicians

0.0%

30

2.0Soil and Plant Scientists

0.0%

50

1.8Biological Scientists, All Other

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