Ainxiety | Coating, Engraving, Heat Treating, and Allied Activities

Coating, Engraving, Heat Treating, and Allied Activities

# 804 overall · better than 47.6% of other industries

2.4/5Moderate Risk
AInxiety Score™

1/5

Capex Requirements

2/5

Regulatory Compliance

2/5

Data Intensity

2/5

Workforce Flexibility

3/5

Complexity

3/5

Adaptability

The coating, engraving, and heat treating industry exhibits a moderate level of complexity and regulatory compliance, which impacts AI integration. Significant capital expenditure in specialized infrastructure and a mix of manual and automated tasks define the industry's landscape. While there is potential for AI to optimize processes, highly specialized tasks and compliance requirements limit full automation.

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Coating, Engraving, Heat Treating, and Allied Activities

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

131,040 jobs in Coating, Engraving, Heat Treating, and Allied Activities

15.8%

20,700

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

11.8%

15,510

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

6.2%

8,110

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

5.9%

7,720

2.8First-Line Supervisors of Production and Operating Workers

4.5%

5,960

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

3.5%

4,640

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

3.4%

4,440

1.5General and Operations Managers

3.1%

4,010

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

2.8%

3,650

Miscellaneous Assemblers and Fabricators

2.5%

3,330

4.3Shipping, Receiving, and Inventory Clerks

2.5%

3,270

3.8Helpers--Production Workers

2.3%

3,030

2.8Maintece and Repair Workers, General

2.0%

28,960

3.2Structural Metal Fabricators and Fitters

2.0%

2,610

2.5Industrial Production Managers

1.9%

2,450

4.2Office Clerks, General

1.7%

2,230

4.5Packers and Packagers, Hand

1.6%

2,130

3.9Production Workers, All Other

1.4%

20,490

3.2Sheet Metal Workers

1.2%

1,590

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

1.2%

1,570

3.0Heavy and Tractor-Trailer Truck Drivers

1.1%

1,410

3.8Bookkeeping, Accounting, and Auditing Clerks

1.1%

1,390

Industrial Truck and Tractor Operators

1.0%

1,280

2.3Industrial Machinery Mechanics

0.8%

1,060

2.7Industrial Engineers

0.7%

10,430

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

0.7%

930

3.3Customer Service Representatives

0.7%

920

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

0.7%

880

3.9Stockers and Order Fillers

0.7%

860

4.2Machine Feeders and Offbearers

0.6%

830

3.2Accountants and Auditors

0.6%

810

2.6First-Line Supervisors of Office and Administrative Support Workers

0.6%

800

3.2Production, Planning, and Expediting Clerks

0.6%

740

4.5Packaging and Filling Machine Operators and Tenders

0.6%

720

3.2Welders, Cutters, Solderers, and Brazers

0.5%

690

3.5Etchers and Engravers

0.5%

670

3.6Metal-Refining Furnace Operators and Tenders

0.5%

620

3.2Light Truck Drivers

0.4%

580

4.1Grinding and Polishing Workers, Hand

0.4%

580

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.4%

550

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

0.4%

530

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

0.4%

540

2.5Human Resources Specialists

0.4%

510

3.9Painting, Coating, and Decorating Workers

0.4%

490

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

0.4%

480

0.4%

470

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

0.3%

450

2.3Crane and Tower Operators

0.3%

450

4.1Metal Workers and Plastic Workers, All Other

0.3%

450

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

0.3%

4,720

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

0.3%

410

2.7Recycling Coordinators

0.3%

410

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

0.3%

400

2.1Buyers and Purchasing Agents, Farm Products

0.3%

400

2.3Chemical Technicians

0.3%

3,900

2.1Structural Iron and Steel Workers

0.3%

350

4.2Cost Estimators

0.2%

320

2.5Painters, Construction and Maintece

0.2%

320

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

0.2%

310

2.8Water and Wastewater Treatment Plant and System Operators

0.2%

310

1.5Sales Managers

0.2%

320

2.2Project Management Specialists

0.2%

3,430

4.0Electromechanical Equipment Assemblers

0.2%

310

2.1Maintece Workers, Machinery

0.2%

290

2.5Mechanical Engineers

0.2%

280

3.3Industrial Engineering Technologists and Technicians

0.2%

270

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

0.2%

240

3.2Receptionists and Information Clerks

0.2%

240

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

0.2%

250

2.2Financial Managers

0.2%

2,800

2.0Plumbers, Pipefitters, and Steamfitters

0.2%

230

4.8Data Entry Keyers

0.2%

240

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.2%

220

3.5Computer Numerically Controlled Tool Operators

0.2%

210

2.7Occupational Health and Safety Specialists

0.1%

200

3.5Chemical Equipment Operators and Tenders

0.1%

190

2.8Business Operations Specialists, All Other

0.1%

190

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

0.1%

190

1.6Architectural and Engineering Managers

0.1%

180

2.5Materials Engineers

0.1%

2,060

3.2Architectural and Civil Drafters

0.1%

170

3.8Prepress Technicians and Workers

0.1%

180

0.1%

170

3.8Billing and Posting Clerks

0.1%

170

4.0Order Clerks

0.1%

1,820

1.8Construction Laborers

0.1%

160

4.1Printing Press Operators

0.1%

160

1.5Managers, All Other

0.1%

150

2.1Electrical and Electronic Engineering Technologists and Technicians

0.1%

1,790

0.1%

140

3.7Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic

0.1%

140

3.3Computer User Support Specialists

0.1%

1,520

2.8Transportation, Storage, and Distribution Managers

0.1%

130

2.0Tool and Die Makers

0.1%

130

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.1%

130

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.1%

120

4.0Cleaners of Vehicles and Equipment

0.1%

110

0.5Chief Executives

0.1%

120

2.8Administrative Services Managers

0.1%

120

3.0Logisticians

0.1%

1,320

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

0.1%

1,230

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

0.1%

110

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

0.1%

110

3.1Market Research Analysts and Marketing Specialists

0.1%

110

2.3Electrical Engineers

0.1%

1,100

0.1%

90

3.3Executive Secretaries and Executive Administrative Assistants

0.1%

100

3.8Helpers--Installation, Maintece, and Repair Workers

0.1%

90

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

0.1%

90

1.7Training and Development Specialists

0.1%

90

2.3Software Developers

0.1%

90

2.3Engineers, All Other

0.1%

90

3.8Payroll and Timekeeping Clerks

0.1%

980

3.7Coil Winders, Tapers, and Finishers

0.1%

1,070

0.1%

1,010

3.8Drafters, All Other

0.1%

80

3.5Hoist and Winch Operators

0.1%

80

3.8Tank Car, Truck, and Ship Loaders

0.1%

80

1.5Human Resources Managers

0.1%

80

2.8Computer Network Support Specialists

0.1%

80

2.4Chemical Engineers

0.1%

80

3.0Mechanical Engineering Technologists and Technicians

0.1%

80

2.5Graphic Designers

0.1%

880

3.8Computer Programmers

0.1%

930

3.2Fiberglass Laminators and Fabricators

0.1%

800

0.1%

800

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

60

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

70

2.0Electricians

0.1%

70

3.0Facilities Managers

0.1%

60

2.7Compliance Officers

0.1%

60

2.0Management Analysts

0.1%

70

3.1Network and Computer Systems Administrators

0.1%

70

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

60

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

0.1%

750

2.0Civil Engineers

0.1%

710

2.8Security Guards

0.1%

680

3.3Retail Salespersons

0.1%

760

3.8Tool Grinders, Filers, and Sharpeners

0.0%

60

3.5Computer Numerically Controlled Tool Programmers

0.0%

50

3.8Layout Workers, Metal and Plastic

0.0%

50

2.0Computer and Information Systems Managers

0.0%

50

3.2Purchasing Managers

0.0%

50

2.3Computer Occupations, All Other

0.0%

520

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

0.0%

510

2.0Boilermakers

0.0%

550

2.2Reinforcing Iron and Rebar Workers

0.0%

580

4.3Foundry Mold and Coremakers

0.0%

570

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

540

1.6Construction Managers

0.0%

40

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

40

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

30

2.0Installation, Maintece, and Repair Workers, All Other

0.0%

40

2.5Marketing Managers

0.0%

30

2.5Computer Systems Analysts

0.0%

30

4.0Mechanical Drafters

0.0%

40

2.2Sales Engineers

0.0%

50

3.5Procurement Clerks

0.0%

500

2.4Financial and Investment Analysts

0.0%

370

0.0%

370

3.8Fence Erectors

0.0%

470

1.5Commercial and Industrial Designers

0.0%

500

2.8Mechanical Door Repairers

0.0%

390

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

30

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

30

2.5Occupational Health and Safety Technicians

0.0%

30

0.0%

220

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

240

1.5Information Security Analysts

0.0%

260

3.0Database Administrators

0.0%

280

3.5Software Quality Assurance Analysts and Testers

0.0%

320

3.8Engine and Other Machine Assemblers

0.0%

270

2.8Model Makers, Metal and Plastic

0.0%

230

3.0Driver/Sales Workers

0.0%

220

3.2Electronics Engineers, Except Computer

0.0%

310

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

0.0%

240

3.7Office and Administrative Support Workers, All Other

0.0%

340

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

300

3.0Helpers, Construction Trades, All Other

0.0%

340

Miscellaneous Construction and Related Workers

0.0%

320

1.8Public Relations Specialists

0.0%

260

2.6Technical Writers

0.0%

220

3.3Landscaping and Groundskeeping Workers

0.0%

290

3.8Bill and Account Collectors

0.0%

240

4.1Sewing Machine Operators

0.0%

330

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

0.0%

250

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

0.0%

270

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.0%

310

2.8Automotive Service Technicians and Mechanics

0.0%

260

3.4Electrical and Electronics Drafters

0.0%

330

2.5Calibration Technologists and Technicians

0.0%

230

0.0%

240

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

130

4.5Information and Record Clerks, All Other

0.0%

140

3.5Credit Analysts

0.0%

130

2.1Financial Specialists, All Other

0.0%

180

2.8Computer Network Architects

0.0%

180

3.5Web Developers

0.0%

120

2.8Web and Digital Interface Designers

0.0%

150

3.2Operations Research Analysts

0.0%

160

2.8Data Scientists

0.0%

70

1.5Aerospace Engineers

0.0%

180

3.6Pourers and Casters, Metal

0.0%

140

4.2Material Moving Workers, All Other

0.0%

80

4.1Conveyor Operators and Tenders

0.0%

90

1.8Computer Hardware Engineers

0.0%

90

2.2Environmental Engineers

0.0%

80

4.1Credit Authorizers, Checkers, and Clerks

0.0%

70

4.1Office Machine Operators, Except Computer

0.0%

90

2.0Designers, All Other

0.0%

80

2.5First-Line Supervisors of Retail Sales Workers

0.0%

150

3.7Counter and Rental Clerks

0.0%

190

3.8Parts Salespersons

0.0%

170

2.8Sales and Related Workers, All Other

0.0%

180

2.9Cabinetmakers and Bench Carpenters

0.0%

100

2.7Patternmakers, Wood

0.0%

180

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.0%

100

2.5Woodworkers, All Other

0.0%

90

3.2Stationary Engineers and Boiler Operators

0.0%

120

2.8Automotive Body and Related Repairers

0.0%

170

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.0%

120

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

140

2.5Aerospace Engineering and Operations Technologists and Technicians

0.0%

120

2.3Civil Engineering Technologists and Technicians

0.0%

80

0.5Fine Artists, Including Painters, Sculptors, and Illustrators

0.0%

100

1.8Training and Development Managers

0.0%

100

3.0Budget Analysts

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