Ainxiety | Commercial and Service Industry Machinery Manufacturing

Commercial and Service Industry Machinery Manufacturing

# 512 overall · better than 66.6% of other industries

1.8/5Moderate Risk
AInxiety Score™

1/5

Complexity

1/5

Capex Requirements

2/5

Regulatory Compliance

2/5

Data Intensity

2/5

Workforce Flexibility

2/5

Adaptability

Commercial and Service Industry Machinery Manufacturing is moderately complex and requires specific expertise, which poses challenges for full AI integration. Regulatory and compliance barriers are present but not insurmountable. High capital expenditure requirements are a significant factor, though there is potential for digital transformation. With a varied skill level in the workforce, certain roles are automatable, but overall, the industry is only moderately adaptable to AI.

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Commercial and Service Industry Machinery Manufacturing

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Risk composition of jobs in this industry

90,190 jobs in Commercial and Service Industry Machinery Manufacturing

12.8%

11,540

Miscellaneous Assemblers and Fabricators

4.1%

3,730

4.0Electromechanical Equipment Assemblers

4.0%

3,560

3.2Welders, Cutters, Solderers, and Brazers

3.8%

3,430

2.3Software Developers

3.4%

3,050

2.8First-Line Supervisors of Production and Operating Workers

3.0%

2,730

1.5General and Operations Managers

3.0%

2,670

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

2.9%

2,640

2.5Mechanical Engineers

2.7%

2,470

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.6%

2,380

3.8Ophthalmic Laboratory Technicians

2.3%

2,030

2.7Industrial Engineers

2.0%

1,820

4.3Shipping, Receiving, and Inventory Clerks

1.8%

1,600

3.3Customer Service Representatives

1.8%

1,600

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

1.7%

1,530

2.1Buyers and Purchasing Agents, Farm Products

1.6%

1,420

3.5Computer Numerically Controlled Tool Operators

1.5%

1,340

1.4%

1,300

2.5Industrial Production Managers

1.4%

1,210

3.2Accountants and Auditors

1.3%

1,200

2.3Industrial Machinery Mechanics

1.3%

1,190

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

1.2%

1,120

3.8Bookkeeping, Accounting, and Auditing Clerks

1.2%

1,090

2.3Engineers, All Other

1.2%

1,050

1.6Architectural and Engineering Managers

1.1%

950

4.2Office Clerks, General

1.0%

920

2.8Maintece and Repair Workers, General

0.9%

850

3.2Production, Planning, and Expediting Clerks

0.9%

850

1.5Sales Managers

0.9%

820

2.2Project Management Specialists

0.9%

810

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

0.9%

800

2.3Electrical Engineers

0.8%

760

3.3Computer User Support Specialists

0.8%

680

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

0.8%

690

2.8Business Operations Specialists, All Other

0.7%

670

3.1Market Research Analysts and Marketing Specialists

0.7%

650

2.6First-Line Supervisors of Office and Administrative Support Workers

0.7%

650

2.2Financial Managers

0.7%

610

4.0Mechanical Drafters

0.7%

590

2.0Computer and Information Systems Managers

0.7%

590

1.5Managers, All Other

0.6%

560

3.3Industrial Engineering Technologists and Technicians

0.6%

540

3.7Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.6%

520

2.5Human Resources Specialists

0.6%

510

3.9Production Workers, All Other

0.6%

500

3.7Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.5%

480

3.8Helpers--Production Workers

0.5%

470

4.0Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic

0.5%

460

2.1Electrical and Electronic Engineering Technologists and Technicians

0.5%

420

2.5Marketing Managers

0.5%

410

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

0.5%

400

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

0.5%

400

4.5Packers and Packagers, Hand

0.5%

410

3.9Stockers and Order Fillers

0.4%

390

2.5Computer Systems Analysts

0.4%

360

2.0Installation, Maintece, and Repair Workers, All Other

0.4%

350

3.0Logisticians

0.3%

300

3.8Engine and Other Machine Assemblers

0.3%

290

1.5Information Security Analysts

0.3%

290

3.2Structural Metal Fabricators and Fitters

0.3%

290

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

0.3%

280

3.0Mechanical Engineering Technologists and Technicians

0.3%

260

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.3%

260

2.2Sales Engineers

0.3%

250

3.3Executive Secretaries and Executive Administrative Assistants

0.3%

250

3.2Electronics Engineers, Except Computer

0.3%

260

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

0.3%

230

4.2Cost Estimators

0.3%

230

2.0Management Analysts

0.3%

230

2.8Administrative Services Managers

0.2%

220

3.1Network and Computer Systems Administrators

0.2%

210

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

0.2%

200

1.7Training and Development Specialists

0.2%

200

3.2Purchasing Managers

0.2%

200

3.5Software Quality Assurance Analysts and Testers

0.2%

210

Industrial Truck and Tractor Operators

0.2%

200

2.4Financial and Investment Analysts

0.2%

200

2.5Graphic Designers

0.2%

190

2.5First-Line Supervisors of Non-Retail Sales Workers

0.2%

190

2.8Transportation, Storage, and Distribution Managers

0.2%

190

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.2%

190

3.5Computer Numerically Controlled Tool Programmers

0.2%

190

2.7Recycling Coordinators

0.2%

180

0.5Chief Executives

0.2%

160

3.2Receptionists and Information Clerks

0.2%

160

1.5Human Resources Managers

0.2%

160

2.1Maintece Workers, Machinery

0.2%

150

4.0Order Clerks

0.2%

150

2.3Computer Occupations, All Other

0.2%

150

3.5Web Developers

0.2%

150

2.4Chemical Engineers

0.2%

140

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

140

2.6Technical Writers

0.1%

140

2.0Electricians

0.1%

130

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

1,710

3.7Coil Winders, Tapers, and Finishers

0.1%

1,680

3.2Sheet Metal Workers

0.1%

120

2.7Compliance Officers

0.1%

130

3.8Billing and Posting Clerks

0.1%

130

3.5Procurement Clerks

0.1%

120

2.8Computer Network Architects

0.1%

120

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.1%

1,460

3.8Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic

0.1%

100

4.5Packaging and Filling Machine Operators and Tenders

0.1%

110

3.2Fiberglass Laminators and Fabricators

0.1%

110

4.0Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

0.1%

100

2.0Tool and Die Makers

0.1%

100

3.8Plating Machine Setters, Operators, and Tenders, Metal and Plastic

0.1%

1,210

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

0.1%

90

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

0.1%

90

3.0Facilities Managers

0.1%

90

2.8Computer Network Support Specialists

0.1%

90

3.0Heavy and Tractor-Trailer Truck Drivers

0.1%

90

4.1Grinding and Polishing Workers, Hand

0.1%

1,110

3.8Tool Grinders, Filers, and Sharpeners

0.1%

80

3.8Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders

0.1%

70

2.8Sales and Related Workers, All Other

0.1%

70

3.8Computer Programmers

0.1%

70

2.8Data Scientists

0.1%

70

2.0Civil Engineers

0.1%

80

1.8Computer Hardware Engineers

0.1%

70

0.1%

70

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.1%

860

4.0Cleaners of Vehicles and Equipment

0.1%

890

4.3Foundry Mold and Coremakers

0.1%

60

3.8Payroll and Timekeeping Clerks

0.1%

60

1.5Aerospace Engineers

0.1%

70

3.4Electrical and Electronics Drafters

0.1%

70

1.5Commercial and Industrial Designers

0.1%

830

4.2Machine Feeders and Offbearers

0.1%

50

1.8Public Relations Specialists

0.1%

50

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

60

2.0Plumbers, Pipefitters, and Steamfitters

0.1%

50

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

50

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

0.1%

50

2.5Materials Engineers

0.1%

50

2.7Occupational Health and Safety Specialists

0.1%

50

2.3Commercial Pilots

0.1%

50

3.2Light Truck Drivers

0.1%

690

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

660

3.0Farm Equipment Mechanics and Service Technicians

0.1%

700

0.1%

630

2.3Crane and Tower Operators

0.1%

630

4.1Metal Workers and Plastic Workers, All Other

0.1%

40

3.8Bill and Account Collectors

0.1%

40

4.8Data Entry Keyers

0.1%

50

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

50

2.5Calibration Technologists and Technicians

0.1%

50

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

0.1%

530

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

540

3.8Paper Goods Machine Setters, Operators, and Tenders

0.1%

530

0.1%

520

4.1Sewing Machine Operators

0.0%

40

2.8Security Guards

0.0%

30

3.8Parts Salespersons

0.0%

40

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

30

2.8Web and Digital Interface Designers

0.0%

40

0.0%

30

2.3Chemical Technicians

0.0%

40

3.5Chemical Equipment Operators and Tenders

0.0%

40

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.0%

400

3.9Painting, Coating, and Decorating Workers

0.0%

480

2.5Occupational Health and Safety Technicians

0.0%

440

3.3Retail Salespersons

0.0%

420

3.2Operations Research Analysts

0.0%

440

1.7Petroleum Engineers

0.0%

400

3.8Forging Machine Setters, Operators, and Tenders, Metal and Plastic

0.0%

470

3.6Metal-Refining Furnace Operators and Tenders

0.0%

420

4.0Patternmakers, Metal and Plastic

0.0%

470

2.5Service Unit Operators, Oil and Gas

0.0%

30

2.5Painters, Construction and Maintece

0.0%

30

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

0.0%

330

3.5Etchers and Engravers

0.0%

360

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

0.0%

310

3.7Office and Administrative Support Workers, All Other

0.0%

310

2.3Materials Scientists

0.0%

310

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

340

3.8Drafters, All Other

0.0%

360

3.8Layout Workers, Metal and Plastic

0.0%

390

2.1Elevator and Escalator Installers and Repairers

0.0%

370

1.8Aircraft Mechanics and Service Technicians

0.0%

250

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

0.0%

260

0.0%

240

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

240

3.5Credit Analysts

0.0%

260

2.1Financial Specialists, All Other

0.0%

250

3.0Database Administrators

0.0%

240

2.0Wind Turbine Service Technicians

0.0%

200

1.8Training and Development Managers

0.0%

260

3.2Architectural and Civil Drafters

0.0%

190

2.8Model Makers, Metal and Plastic

0.0%

250

3.8Prepress Technicians and Workers

0.0%

240

4.1Printing Press Operators

0.0%

200

1.8Construction Laborers

0.0%

250

3.0Roustabouts, Oil and Gas

0.0%

160

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

0.0%

160

4.3Cutters and Trimmers, Hand

0.0%

90

4.0Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders

0.0%

130

4.2Adhesive Bonding Machine Operators and Tenders

0.0%

160

0.0%

110

2.2Geoscientists, Except Hydrologists and Geographers

0.0%

100

2.5Geological Technicians, Except Hydrologic Technicians

0.0%

110

3.2Paralegals and Legal Assistants

0.0%

70

2.3Special Effects Artists and Animators

0.0%

110

1.3Registered Nurses

0.0%

80

3.3Landscaping and Groundskeeping Workers

0.0%

60

2.1Meeting, Convention, and Event Planners

0.0%

150

3.0Budget Analysts

0.0%

160

2.5Database Architects

0.0%

110

4.0Tire Repairers and Changers

0.0%

140

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

80

2.1Public Relations Managers

0.0%

80

2.2Compensation and Benefits Managers

0.0%

100

1.6Construction Managers

0.0%

120

1.2Natural Sciences Managers

0.0%

70

2.7Property, Real Estate, and Community Association Managers

0.0%

70

1.8Labor Relations Specialists

0.0%

120

3.0Driver/Sales Workers

0.0%

80

3.2Pump Operators, Except Wellhead Pumpers

0.0%

120

4.2Material Moving Workers, All Other

0.0%

70

1.2Architects, Except Landscape and Naval

0.0%

90

3.1Agricultural Engineers

0.0%

160

2.2Environmental Engineers

0.0%

60

3.6Pourers and Casters, Metal

0.0%

170

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.0%

70

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

0.0%

60

2.5Woodworkers, All Other

0.0%

90

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

90

2.1Structural Iron and Steel Workers

0.0%

100

2.8Rotary Drill Operators, Oil and Gas

0.0%

60

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

60

2.8Automotive Service Technicians and Mechanics

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