Ainxiety | Steam and Air-Conditioning Supply

Steam and Air-Conditioning Supply

# 458 overall · better than 70.2% of other industries

1.8/5Moderate Risk
AInxiety Score™

1/5

Capex Requirements

1/5

Workforce Flexibility

2/5

Regulatory Compliance

2/5

Data Intensity

2/5

Adaptability

3/5

Complexity

The Steam and Air-Conditioning Supply industry has a mixed profile of standardized and complex offerings. The significant physical infrastructure and regulatory considerations present barriers to rapid AI adoption. However, there are notable opportunities for AI integration in monitoring and predictive maintenance that show the industry is moderately adaptable.

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until this industry will be significantly impacted

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Steam and Air-Conditioning Supply

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Risk composition of jobs in this industry

0 jobs in Water, Sewage and Other Systems

26.5%

15,450

2.8Water and Wastewater Treatment Plant and System Operators

10.6%

59,820

1.8Electrical Power-Line Installers and Repairers

5.8%

3,410

1.5General and Operations Managers

5.2%

3,060

4.2Office Clerks, General

4.7%

2,750

2.8Maintece and Repair Workers, General

4.0%

2,340

2.8First-Line Supervisors of Production and Operating Workers

3.8%

2,200

3.3Customer Service Representatives

3.4%

2,010

2.0Plumbers, Pipefitters, and Steamfitters

3.4%

19,400

2.3Electrical Engineers

3.3%

1,940

4.6Meter Readers, Utilities

2.9%

1,690

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

2.8%

1,640

3.8Bookkeeping, Accounting, and Auditing Clerks

2.6%

14,770

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

2.3%

1,350

2.3Industrial Machinery Mechanics

2.3%

1,320

2.6First-Line Supervisors of Office and Administrative Support Workers

2.2%

1,270

3.3Control and Valve Installers and Repairers, Except Mechanical Door

1.9%

1,130

1.8Construction Laborers

1.5%

880

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

1.3%

7,060

3.0Gas Plant Operators

1.2%

700

2.3Operating Engineers and Other Construction Equipment Operators

1.2%

690

3.0Heavy and Tractor-Trailer Truck Drivers

1.2%

680

1.5First-Line Supervisors of Construction Trades and Extraction Workers

1.2%

680

3.8Billing and Posting Clerks

1.1%

640

3.3Landscaping and Groundskeeping Workers

1.1%

640

3.2Accountants and Auditors

1.1%

6,200

3.0Power Distributors and Dispatchers

1.0%

590

2.5Industrial Production Managers

0.9%

5,260

2.1Electrical and Electronic Engineering Technologists and Technicians

0.9%

500

2.2Project Management Specialists

0.8%

4,660

1.5Nuclear Engineers

0.8%

4,500

2.0Nuclear Power Reactor Operators

0.8%

4,420

2.8Security Guards

0.7%

4,130

2.5Computer Systems Analysts

0.7%

400

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

0.7%

390

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

0.6%

3,490

1.7Training and Development Specialists

0.6%

3,470

2.0Wind Turbine Service Technicians

0.6%

360

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.6%

3,340

1.3Nuclear Technicians

0.6%

320

2.0Installation, Maintece, and Repair Workers, All Other

0.5%

310

0.5%

310

1.5Managers, All Other

0.5%

2,740

3.1Market Research Analysts and Marketing Specialists

0.5%

280

2.0Civil Engineers

0.5%

2,520

2.8Solar Photovoltaic Installers

0.4%

260

2.2Financial Managers

0.4%

2,450

3.4Electrical and Electronics Drafters

0.4%

2,360

2.3Software Developers

0.4%

230

2.5Human Resources Specialists

0.4%

220

2.7Compliance Officers

0.4%

210

2.0Electricians

0.4%

210

3.8Helpers--Installation, Maintece, and Repair Workers

0.4%

210

3.2Production, Planning, and Expediting Clerks

0.4%

210

2.8Business Operations Specialists, All Other

0.3%

1,970

2.4Financial and Investment Analysts

0.3%

200

3.0Power Plant Operators

0.3%

1,940

3.2Welders, Cutters, Solderers, and Brazers

0.3%

1,820

2.7Industrial Engineers

0.3%

180

2.3Computer Occupations, All Other

0.3%

1,770

1.8Public Relations Specialists

0.3%

1,710

3.9Production Workers, All Other

0.3%

170

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

0.3%

170

0.5Chief Executives

0.3%

160

2.1Maintece Workers, Machinery

0.3%

160

3.2Receptionists and Information Clerks

0.3%

160

3.3Executive Secretaries and Executive Administrative Assistants

0.3%

140

3.2Stationary Engineers and Boiler Operators

0.2%

140

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.2%

130

1.6Construction Managers

0.2%

1,320

2.3Telecommunications Line Installers and Repairers

0.2%

1,220

4.2Cost Estimators

0.2%

120

2.0Environmental Scientists and Specialists, Including Health

0.2%

120

2.3Chemical Technicians

0.2%

120

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.2%

1,200

1.5Information Security Analysts

0.2%

1,170

2.8Computer Network Architects

0.2%

120

4.3Septic Tank Servicers and Sewer Pipe Cleaners

0.2%

120

2.1Buyers and Purchasing Agents, Farm Products

0.2%

110

2.7Occupational Health and Safety Specialists

0.2%

100

2.8Administrative Services Managers

0.2%

1,000

2.2Tree Trimmers and Pruners

0.2%

990

3.2Operations Research Analysts

0.2%

100

3.9Stockers and Order Fillers

0.2%

100

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.2%

100

4.3Shipping, Receiving, and Inventory Clerks

0.2%

100

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

90

3.8Helpers--Production Workers

0.1%

90

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

90

2.5Environmental Science and Protection Technicians, Including Health

0.1%

80

3.8Bill and Account Collectors

0.1%

90

1.5Sales Managers

0.1%

860

1.5Human Resources Managers

0.1%

80

3.2Light Truck Drivers

0.1%

80

2.5Construction and Building Inspectors

0.1%

80

3.1Earth Drillers, Except Oil and Gas

0.1%

810

2.8Data Scientists

0.1%

70

2.0Computer and Information Systems Managers

0.1%

710

0.1%

750

2.7Securities, Commodities, and Financial Services Sales Agents

0.1%

730

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

0.1%

70

3.2Pump Operators, Except Wellhead Pumpers

0.1%

70

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

0.1%

70

1.6Architectural and Engineering Managers

0.1%

70

2.2Environmental Engineers

0.1%

710

2.8Computer Network Support Specialists

0.1%

700

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

0.1%

60

Miscellaneous Assemblers and Fabricators

0.1%

60

2.7Recycling Coordinators

0.1%

60

3.0Driver/Sales Workers

0.1%

70

2.8Automotive Service Technicians and Mechanics

0.1%

60

3.0Facilities Managers

0.1%

60

2.0Management Analysts

0.1%

640

Industrial Truck and Tractor Operators

0.1%

640

3.8Gas Compressor and Gas Pumping Station Operators

0.1%

600

3.5Cartographers and Photogrammetrists

0.1%

60

2.5Mechanical Engineers

0.1%

60

2.5Marketing Managers

0.1%

540

3.2Purchasing Managers

0.1%

550

0.1%

560

0.1%

540

0.1%

50

3.0Farm Equipment Mechanics and Service Technicians

0.1%

50

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

50

3.3Computer User Support Specialists

0.1%

500

3.0Helpers, Construction Trades, All Other

0.1%

520

2.8Real Estate Sales Agents

0.1%

500

3.8Computer Programmers

0.1%

50

0.1%

50

2.8Transportation, Storage, and Distribution Managers

0.1%

50

3.1Network and Computer Systems Administrators

0.1%

430

3.8Payroll and Timekeeping Clerks

0.1%

430

1.5First-Line Supervisors of Security Workers

0.1%

450

2.1Financial Specialists, All Other

0.1%

440

1.7Petroleum Engineers

0.1%

40

3.9Refuse and Recyclable Material Collectors

0.1%

40

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

0.1%

40

0.1%

40

2.3Engineers, All Other

0.1%

40

3.0Logisticians

0.1%

370

3.0Compensation, Benefits, and Job Analysis Specialists

0.1%

370

2.7Electric Motor, Power Tool, and Related Repairers

0.1%

30

2.2Motorboat Operators

0.1%

40

2.2Hazardous Materials Removal Workers

0.1%

40

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.1%

30

3.3Industrial Engineering Technologists and Technicians

0.1%

40

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

0.1%

40

4.8Data Entry Keyers

0.1%

40

3.0Agricultural Workers, All Other

0.1%

30

2.4Chemical Engineers

0.1%

350

1.8Training and Development Managers

0.1%

310

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.1%

310

4.5Information and Record Clerks, All Other

0.1%

360

3.0Database Administrators

0.1%

320

2.3Civil Engineering Technologists and Technicians

0.1%

30

3.2Architectural and Civil Drafters

0.1%

30

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.1%

30

0.1%

260

2.7Property, Real Estate, and Community Association Managers

0.1%

290

0.4Emergency Management Directors

0.1%

290

3.0Budget Analysts

0.1%

270

2.8Sales and Related Workers, All Other

0.1%

290

3.2Paralegals and Legal Assistants

0.1%

270

2.6Technical Writers

0.1%

270

3.2Electronics Engineers, Except Computer

0.0%

220

2.8Claims Adjusters, Examiners, and Investigators

0.0%

210

1.8Labor Relations Specialists

0.0%

200

Miscellaneous Construction and Related Workers

0.0%

240

3.7Petroleum Pump System Operators, Refinery Operators, and Gaugers

0.0%

210

3.2Plant and System Operators, All Other

0.0%

220

2.2Sales Engineers

0.0%

220

3.5Procurement Clerks

0.0%

210

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

220

2.5Occupational Health and Safety Technicians

0.0%

240

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

210

2.5Database Architects

0.0%

250

3.5Software Quality Assurance Analysts and Testers

0.0%

220

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

170

3.5Credit Analysts

0.0%

180

2.5Service Unit Operators, Oil and Gas

0.0%

180

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.0%

170

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%

170

2.5Graphic Designers

0.0%

160

4.1Conveyor Operators and Tenders

0.0%

160

3.5Wellhead Pumpers

0.0%

150

3.8Tank Car, Truck, and Ship Loaders

0.0%

190

2.1Financial Risk Specialists

0.0%

160

2.0Physical Scientists, All Other

0.0%

120

1.2Natural Sciences Managers

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%

130

4.0Order Clerks

0.0%

100

0.0%

90

2.5Painters, Construction and Maintece

0.0%

90

0.0%

90

2.5Geological Technicians, Except Hydrologic Technicians

0.0%

110

2.4Forest and Conservation Technicians

0.0%

90

1.5Commercial and Industrial Designers

0.0%

110

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

0.0%

130

2.3Crane and Tower Operators

0.0%

90

3.5Web Developers

0.0%

90

3.0Mathematical Science Occupations, All Other

0.0%

110

1.8Computer Hardware Engineers

0.0%

110

2.5Materials Engineers

0.0%

130

3.8Drafters, All Other

0.0%

130

2.4Environmental Engineering Technologists and Technicians

0.0%

110

2.5Calibration 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%

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

2.0Boilermakers

0.0%

40

3.3Insulation Workers, Mechanical

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%

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

0.0%

80

2.2Geoscientists, Except Hydrologists and Geographers

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