Ainxiety | Irradiation Apparatus Manufacturing

Irradiation Apparatus Manufacturing

# 408 overall · better than 73.4% of other industries

1.5/5Moderate Risk
AInxiety Score™

1/5

Complexity

1/5

Regulatory Compliance

1/5

Capex Requirements

1/5

Workforce Flexibility

2/5

Adaptability

3/5

Data Intensity

Irradiation apparatus manufacturing is characterized by high complexity and significant regulatory barriers. The industry requires substantial capital investment and a highly specialized workforce. While there is moderate use of data and technology, full AI integration is challenging due to the nature of the products and necessary compliance with stringent regulations.

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Irradiation Apparatus Manufacturing

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Risk composition of jobs in this industry

0 jobs in Navigational, Measuring, Electromedical, and Control Instruments Manufacturing

9.1%

38,490

4.0Electromechanical Equipment Assemblers

8.8%

37,550

2.3Software Developers

5.9%

25,100

Miscellaneous Assemblers and Fabricators

3.9%

16,480

2.7Industrial Engineers

2.7%

11,490

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.6%

10,890

2.3Electrical Engineers

2.6%

10,900

2.5Mechanical Engineers

2.3%

9,850

1.5General and Operations Managers

2.0%

8,590

2.8First-Line Supervisors of Production and Operating Workers

1.9%

8,290

1.6Architectural and Engineering Managers

1.9%

7,860

2.1Buyers and Purchasing Agents, Farm Products

1.8%

7,430

3.8Machinists

1.7%

7,300

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

1.6%

7,020

2.0Computer and Information Systems Managers

1.6%

6,860

2.1Electrical and Electronic Engineering Technologists and Technicians

1.5%

6,360

3.3Customer Service Representatives

1.3%

5,660

4.3Shipping, Receiving, and Inventory Clerks

1.3%

5,580

2.5Industrial Production Managers

1.2%

5,200

3.2Accountants and Auditors

1.2%

5,150

3.2Production, Planning, and Expediting Clerks

1.2%

5,080

3.2Electronics Engineers, Except Computer

1.2%

5,030

2.2Project Management Specialists

1.2%

4,970

2.8Business Operations Specialists, All Other

1.2%

4,920

1.5Managers, All Other

1.1%

4,780

2.3Engineers, All Other

1.1%

4,660

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

1.1%

4,440

3.1Market Research Analysts and Marketing Specialists

1.0%

4,210

3.0Logisticians

0.9%

3,910

2.3Computer Occupations, All Other

0.9%

3,870

2.5Computer Systems Analysts

0.9%

3,750

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

0.9%

3,740

1.5Aerospace Engineers

0.8%

3,550

1.5Sales Managers

0.8%

3,540

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

0.8%

3,480

2.2Financial Managers

0.8%

3,480

3.5Computer Numerically Controlled Tool Operators

0.8%

3,430

3.3Industrial Engineering Technologists and Technicians

0.8%

3,330

2.5Human Resources Specialists

0.7%

2,980

4.2Office Clerks, General

0.7%

2,920

3.8Bookkeeping, Accounting, and Auditing Clerks

0.7%

2,880

2.8Maintece and Repair Workers, General

0.7%

2,850

3.5Software Quality Assurance Analysts and Testers

0.7%

2,800

3.3Computer User Support Specialists

0.6%

2,710

2.5Marketing Managers

0.6%

2,560

3.8Helpers--Production Workers

0.6%

2,470

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

0.5%

2,240

2.6First-Line Supervisors of Office and Administrative Support Workers

0.5%

2,140

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.5%

2,060

3.2Welders, Cutters, Solderers, and Brazers

0.4%

1,850

2.0Management Analysts

0.4%

1,820

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.4%

1,810

2.3Industrial Machinery Mechanics

0.4%

1,820

3.1Network and Computer Systems Administrators

0.4%

1,790

3.2Purchasing Managers

0.4%

1,700

2.7Compliance Officers

0.4%

1,650

3.3Executive Secretaries and Executive Administrative Assistants

0.4%

1,660

3.9Stockers and Order Fillers

0.4%

1,620

2.4Financial and Investment Analysts

0.4%

1,630

1.5Information Security Analysts

0.4%

1,570

3.0Mechanical Engineering Technologists and Technicians

0.3%

1,440

1.8Computer Hardware Engineers

0.3%

1,430

3.9Production Workers, All Other

0.3%

1,390

2.2Sales Engineers

0.3%

1,390

2.6Technical Writers

0.3%

1,360

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.3%

1,320

1.5Human Resources Managers

0.3%

1,250

2.5Chemists

0.3%

1,280

2.8Computer Network Architects

0.3%

1,240

2.5Calibration Technologists and Technicians

0.3%

1,190

1.7Training and Development Specialists

0.3%

1,140

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

0.3%

1,070

1.8Biological Scientists, All Other

0.3%

1,060

2.8Transportation, Storage, and Distribution Managers

0.2%

970

2.0Electricians

0.2%

960

1.2Bioengineers and Biomedical Engineers

0.2%

950

4.0Order Clerks

0.2%

920

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

0.2%

930

0.5Chief Executives

0.2%

910

2.3Chemical Technicians

0.2%

890

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

0.2%

900

2.8Data Scientists

0.2%

860

4.5Packaging and Filling Machine Operators and Tenders

0.2%

810

1.4Lawyers

0.2%

820

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

0.2%

730

2.5Medical Equipment Repairers

0.2%

700

3.0Budget Analysts

0.2%

700

2.8Web and Digital Interface Designers

0.2%

710

3.0Facilities Managers

0.2%

680

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

0.2%

680

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.2%

670

3.5Chemical Equipment Operators and Tenders

0.1%

640

3.4Electrical and Electronics Drafters

0.1%

620

4.0Mechanical Drafters

0.1%

650

3.8Computer Programmers

0.1%

590

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

610

2.0Civil Engineers

0.1%

570

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

0.1%

550

1.2Natural Sciences Managers

0.1%

540

2.5Aerospace Engineering and Operations Technologists and Technicians

0.1%

550

2.0Physical Scientists, All Other

0.1%

530

2.7Occupational Health and Safety Specialists

0.1%

560

2.0Precision Instrument and Equipment Repairers, All Other

0.1%

560

4.5Packers and Packagers, Hand

0.1%

500

2.5Graphic Designers

0.1%

520

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.1%

520

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

500

2.4Chemical Engineers

0.1%

500

2.8Administrative Services Managers

0.1%

520

2.7Recycling Coordinators

0.1%

450

2.0Tool and Die Makers

0.1%

470

2.8Security Guards

0.1%

460

2.8Computer Network Support Specialists

0.1%

490

3.5Computer Numerically Controlled Tool Programmers

0.1%

420

2.8Sales and Related Workers, All Other

0.1%

430

1.8Public Relations Specialists

0.1%

430

4.2Cost Estimators

0.1%

420

3.2Operations Research Analysts

0.1%

430

2.5Materials Engineers

0.1%

420

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

0.1%

410

Industrial Truck and Tractor Operators

0.1%

390

1.0Medical Scientists, Except Epidemiologists

0.1%

390

3.3Retail Salespersons

0.1%

390

3.2Receptionists and Information Clerks

0.1%

380

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

350

3.5Procurement Clerks

0.1%

340

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

0.1%

360

2.3Microbiologists

0.1%

320

3.7Office and Administrative Support Workers, All Other

0.1%

330

1.2Computer and Information Research Scientists

0.1%

300

3.8Billing and Posting Clerks

0.1%

280

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

300

3.8Timing Device Assemblers and Adjusters

0.1%

300

2.0Biochemists and Biophysicists

0.1%

310

1.8Physicists

0.1%

280

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

280

1.8Aircraft Mechanics and Service Technicians

0.1%

280

3.0Compensation, Benefits, and Job Analysis Specialists

0.1%

240

1.5Commercial and Industrial Designers

0.1%

270

2.1Maintece Workers, Machinery

0.1%

270

3.5Web Developers

0.1%

220

3.8Payroll and Timekeeping Clerks

0.1%

200

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

0.1%

200

1.3Registered Nurses

0.1%

230

3.0Database Administrators

0.1%

570

3.2Plant and System Operators, All Other

0.0%

180

3.8Bill and Account Collectors

0.0%

190

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

0.0%

150

1.5Medical and Health Services Managers

0.0%

160

2.3Materials Scientists

0.0%

170

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

0.0%

160

2.1Public Relations Managers

0.0%

420

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

0.0%

120

3.7Coil Winders, Tapers, and Finishers

0.0%

110

4.1Metal Workers and Plastic Workers, All Other

0.0%

120

3.2Paralegals and Legal Assistants

0.0%

130

4.8Data Entry Keyers

0.0%

120

4.1Office Machine Operators, Except Computer

0.0%

120

1.2Avionics Technicians

0.0%

130

2.1Financial Specialists, All Other

0.0%

130

2.5Database Architects

0.0%

140

1.8Training and Development Managers

0.0%

110

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

0.0%

130

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

0.0%

120

3.0Heavy and Tractor-Trailer Truck Drivers

0.0%

350

2.3Radio, Cellular, and Tower Equipment Installers and Repairers

0.0%

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

3.2Structural Metal Fabricators and Fitters

0.0%

100

4.1Printing Press Operators

0.0%

3.8Drafters, All Other

0.0%

2.4Biological Technicians

0.0%

100

1.7Audiologists

0.0%

2.8Histology Technicians

0.0%

100

4.7File Clerks

0.0%

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.0%

2.8Electrical and Electronics Installers and Repairers, Transportation Equipment

0.0%

2.2Compensation and Benefits Managers

0.0%

3.6Semiconductor Processing Technicians

0.0%

4.2Adhesive Bonding Machine Operators and Tenders

0.0%

3.2Light Truck Drivers

0.0%

200

1.5Producers and Directors

0.0%

180

2.7Audiovisual Equipment Installers and Repairers

0.0%

250

3.5Etchers and Engravers

0.0%

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

0.0%

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

0.0%

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

0.0%

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

0.0%

2.8Model Makers, Metal and Plastic

0.0%

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

0.0%

2.4Environmental Engineering Technologists and Technicians

0.0%

2.5Occupational Health and Safety Technicians

0.0%

2.2Instructional Coordinators

0.0%

1.5Art Directors

0.0%

2.2Editors

0.0%

2.8Audio and Video Technicians

0.0%

3.3Landscaping and Groundskeeping Workers

0.0%

4.5Information and Record Clerks, All Other

0.0%

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

2.2Carpenters

0.0%

2.5Painters, Construction and Maintece

0.0%

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

3.2Sheet Metal Workers

0.0%

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

2.1Meeting, Convention, and Event Planners

0.0%

3.7Statisticians

0.0%

2.2Environmental Engineers

0.0%

1.8Advertising and Promotions Managers

0.0%

1.6Construction Managers

0.0%

2.3Commercial Pilots

0.0%

3.1Legal Support Workers, All Other

0.0%

110

2.3Special Effects Artists and Animators

0.0%

2.7Sound Engineering Technicians

0.0%

3.3Media and Communication Equipment Workers, All Other

0.0%

140

2.8Water and Wastewater Treatment Plant and System Operators

0.0%

4.1Grinding and Polishing Workers, Hand

0.0%

140

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.0%

120

2.8Solar Photovoltaic Installers

0.0%

120

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

0.0%

4.0Cleaners of Vehicles and Equipment

0.0%

160

4.2Machine Feeders and Offbearers

0.0%

4.3Foundry Mold and Coremakers

0.0%

150

3.2Fiberglass Laminators and Fabricators

0.0%

150

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

0.0%

2.7Property, Real Estate, and Community Association Managers

0.0%

160

1.8Labor Relations Specialists

0.0%

120

3.5Credit Analysts

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