Ainxiety | Musical Instrument Manufacturing

Musical Instrument Manufacturing

# 401 overall · better than 73.9% of other industries

1.5/5Moderate Risk
AInxiety Score™

1/5

Complexity

1/5

Data Intensity

1/5

Workforce Flexibility

2/5

Capex Requirements

2/5

Adaptability

3/5

Regulatory Compliance

Musical instrument manufacturing remains a highly specialized field with significant manual and artisanal processes. While there are areas where AI can enhance efficiency and precision, the core of the industry revolves around skilled craftsmanship. Regulatory barriers are minimal, but the need for physical infrastructure and specialized skills limits the extent to which AI can displace this industry.

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Musical Instrument Manufacturing

Are you concerned about AI disrupting this industry?

Yes

Risk composition of jobs in this industry

0 jobs in Other Miscellaneous Manufacturing

16.9%

49,320

Miscellaneous Assemblers and Fabricators

4.6%

29,080

3.1Dental Laboratory Technicians

4.1%

11,940

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

3.9%

11,330

1.5General and Operations Managers

3.8%

11,030

2.8First-Line Supervisors of Production and Operating Workers

3.1%

9,200

2.5Graphic Designers

2.8%

8,040

4.3Shipping, Receiving, and Inventory Clerks

2.7%

7,910

2.0Installation, Maintece, and Repair Workers, All Other

2.4%

6,870

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

2.2%

6,470

2.2Jewelers and Precious Stone and Metal Workers

2.1%

6,270

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

2.1%

6,080

3.3Customer Service Representatives

2.0%

6,010

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

2.0%

6,010

4.2Office Clerks, General

2.0%

5,740

3.9Production Workers, All Other

1.5%

4,440

3.8Bookkeeping, Accounting, and Auditing Clerks

1.3%

3,740

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

1.3%

3,700

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

1.2%

3,430

3.5Computer Numerically Controlled Tool Operators

1.2%

3,430

2.2Project Management Specialists

1.1%

3,160

3.2Welders, Cutters, Solderers, and Brazers

1.1%

6,830

2.1Medical Appliance Technicians

1.1%

3,120

4.5Packers and Packagers, Hand

1.0%

2,980

2.5Industrial Production Managers

1.0%

2,910

2.7Industrial Engineers

0.9%

2,750

3.8Machinists

0.9%

2,670

2.8Maintece and Repair Workers, General

0.9%

2,660

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

0.9%

2,640

4.1Sewing Machine Operators

0.9%

2,580

3.2Accountants and Auditors

0.9%

5,520

3.8Ophthalmic Laboratory Technicians

0.9%

2,550

3.2Production, Planning, and Expediting Clerks

0.8%

2,480

3.8Helpers--Production Workers

0.8%

2,440

3.3Retail Salespersons

0.8%

2,400

2.1Buyers and Purchasing Agents, Farm Products

0.8%

2,340

4.1Printing Press Operators

0.8%

2,310

4.5Packaging and Filling Machine Operators and Tenders

0.8%

2,300

2.6First-Line Supervisors of Office and Administrative Support Workers

0.7%

2,110

3.9Stockers and Order Fillers

0.7%

2,080

4.0Electromechanical Equipment Assemblers

0.7%

2,060

2.5Mechanical Engineers

0.7%

2,060

3.1Market Research Analysts and Marketing Specialists

0.6%

1,870

1.5Sales Managers

0.6%

1,890

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

0.6%

1,750

2.3Software Developers

0.5%

1,570

3.9Painting, Coating, and Decorating Workers

0.5%

1,560

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

0.5%

1,520

Industrial Truck and Tractor Operators

0.5%

1,530

2.3Industrial Machinery Mechanics

0.5%

3,060

1.2Bioengineers and Biomedical Engineers

0.5%

1,330

1.5Commercial and Industrial Designers

0.5%

1,310

2.5Human Resources Specialists

0.4%

1,240

3.2Structural Metal Fabricators and Fitters

0.4%

1,240

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

0.4%

1,230

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.4%

1,190

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.4%

2,560

1.3Orthotists and Prosthetists

0.4%

1,160

4.1Grinding and Polishing Workers, Hand

0.4%

1,160

4.2Cost Estimators

0.4%

1,130

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

0.4%

1,150

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.4%

1,140

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

0.4%

1,110

2.8Business Operations Specialists, All Other

0.4%

1,090

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

0.4%

1,100

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

0.3%

1,020

2.2Financial Managers

0.3%

1,000

3.5Etchers and Engravers

0.3%

970

2.7Recycling Coordinators

0.3%

890

1.6Architectural and Engineering Managers

0.3%

880

3.3Industrial Engineering Technologists and Technicians

0.3%

760

2.5Marketing Managers

0.3%

770

3.3Computer User Support Specialists

0.3%

760

2.2Carpenters

0.3%

770

2.0Electricians

0.3%

740

2.0Computer and Information Systems Managers

0.2%

710

4.0Order Clerks

0.2%

670

1.5Managers, All Other

0.2%

660

3.2Receptionists and Information Clerks

0.2%

1,470

2.5Medical Equipment Repairers

0.2%

650

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

0.2%

650

2.0Tool and Die Makers

0.2%

620

2.3Engineers, All Other

0.2%

620

3.0Logisticians

0.2%

630

4.1Metal Workers and Plastic Workers, All Other

0.2%

550

3.0Heavy and Tractor-Trailer Truck Drivers

0.2%

560

3.1Network and Computer Systems Administrators

0.2%

560

3.3Executive Secretaries and Executive Administrative Assistants

0.2%

530

2.8Transportation, Storage, and Distribution Managers

0.2%

500

3.2Light Truck Drivers

0.2%

490

3.5Software Quality Assurance Analysts and Testers

0.2%

460

4.0Mechanical Drafters

0.1%

430

2.1Maintece Workers, Machinery

0.1%

410

2.3Electrical Engineers

0.1%

400

3.2Fiberglass Laminators and Fabricators

0.1%

420

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

0.1%

370

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

370

3.2Purchasing Managers

0.1%

380

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

0.1%

380

2.9Cabinetmakers and Bench Carpenters

0.1%

390

2.8Sales and Related Workers, All Other

0.1%

390

3.8Billing and Posting Clerks

0.1%

360

3.5Computer Numerically Controlled Tool Programmers

0.1%

360

0.5Chief Executives

0.1%

340

2.5Computer Systems Analysts

0.1%

340

2.3Computer Occupations, All Other

0.1%

360

1.2Musical Instrument Repairers and Tuners

0.1%

340

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.1%

350

3.8Helpers--Installation, Maintece, and Repair Workers

0.1%

340

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

0.1%

320

1.5Art Directors

0.1%

320

2.3Special Effects Artists and Animators

0.1%

330

2.5First-Line Supervisors of Retail Sales Workers

0.1%

320

1.5Human Resources Managers

0.1%

330

1.7Training and Development Specialists

0.1%

310

2.8Web and Digital Interface Designers

0.1%

310

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

0.1%

690

1.0Medical Scientists, Except Epidemiologists

0.1%

280

2.7Compliance Officers

0.1%

290

Miscellaneous Construction and Related Workers

0.1%

300

4.2Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers

0.1%

260

2.5Woodworkers, All Other

0.1%

270

4.2Adhesive Bonding Machine Operators and Tenders

0.1%

250

0.8Craft Artists

0.1%

260

2.0Designers, All Other

0.1%

260

1.8Public Relations Specialists

0.1%

270

4.0Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders

0.1%

250

3.2Sheet Metal Workers

0.1%

250

2.1Structural Iron and Steel Workers

0.1%

580

2.3Microbiologists

0.1%

240

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.1%

230

3.2Electronics Engineers, Except Computer

0.1%

220

3.8Drafters, All Other

0.1%

220

2.1Electrical and Electronic Engineering Technologists and Technicians

0.1%

230

3.0Mechanical Engineering Technologists and Technicians

0.1%

220

2.5Chemists

0.1%

220

2.8Administrative Services Managers

0.1%

230

2.0Management Analysts

0.1%

240

3.5Procurement Clerks

0.1%

230

4.8Data Entry Keyers

0.1%

510

2.5Calibration Technologists and Technicians

0.1%

490

3.5Medical Secretaries and Administrative Assistants

0.1%

220

2.5Materials Engineers

0.1%

210

2.8Security Guards

0.1%

220

2.8Computer Network Support Specialists

0.1%

190

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

0.1%

200

3.8Prepress Technicians and Workers

0.1%

190

3.8Payroll and Timekeeping Clerks

0.1%

210

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

440

3.0Driver/Sales Workers

0.1%

450

4.0Couriers and Messengers

0.1%

160

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

0.1%

170

2.7Occupational Health and Safety Specialists

0.1%

160

3.0Facilities Managers

0.1%

180

2.4Financial and Investment Analysts

0.1%

190

3.5Web Developers

0.1%

170

3.8Print Binding and Finishing Workers

0.1%

180

3.7Textile, Apparel, and Furnishings Workers, All Other

0.1%

180

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

0.1%

170

2.2Sales Engineers

0.1%

360

1.5Medical and Health Services Managers

0.1%

140

2.3Chemical Technicians

0.1%

150

0.5Fine Artists, Including Painters, Sculptors, and Illustrators

0.1%

140

3.8Computer Programmers

0.1%

160

3.0Sewers, Hand

0.1%

130

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

150

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

140

2.5Painters, Construction and Maintece

0.1%

320

1.2Healthcare Support Workers, All Other

0.0%

130

4.3Cutters and Trimmers, Hand

0.0%

120

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

110

2.6Technical Writers

0.0%

120

3.2Operations Research Analysts

0.0%

110

2.8Data Scientists

0.0%

130

Textile Cutting Machine Setters, Operators, and Tenders

0.0%

110

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

270

3.5Chemical Equipment Operators and Tenders

0.0%

280

1.8Biological Scientists, All Other

0.0%

280

2.8Histology Technicians

0.0%

230

3.8Textile Bleaching and Dyeing Machine Operators and Tenders

0.0%

3.8Paper Goods Machine Setters, Operators, and Tenders

0.0%

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

3.0Database Administrators

0.0%

2.1Mathematicians

0.0%

2.4Millwrights

0.0%

3.6Metal-Refining Furnace Operators and Tenders

0.0%

2.8Model Makers, Metal and Plastic

0.0%

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

0.0%

100

2.2Model Makers, Wood

0.0%

3.7Counter and Rental Clerks

0.0%

3.8Bill and Account Collectors

0.0%

4.7File Clerks

0.0%

100

3.7Office and Administrative Support Workers, All Other

0.0%

1.8Construction Laborers

0.0%

180

2.0Biochemists and Biophysicists

0.0%

170

4.2Insurance Claims and Policy Processing Clerks

0.0%

170

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

3.2Plant and System Operators, All Other

0.0%

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

0.0%

3.6Photographic Process Workers and Processing Machine Operators

0.0%

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

0.0%

4.2Machine Feeders and Offbearers

0.0%

2.0Civil Engineers

0.0%

1.8Computer Hardware Engineers

0.0%

2.3Materials Scientists

0.0%

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

0.0%

1.4Lawyers

0.0%

1.2Artists and Related Workers, All Other

0.0%

1.8Fashion Designers

0.0%

2.7Sound Engineering Technicians

0.0%

1.8Photographers

0.0%

3.3Landscaping and Groundskeeping Workers

0.0%

2.1Meeting, Convention, and Event Planners

0.0%

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

3.5Credit Analysts

0.0%

2.8Computer Network Architects

0.0%

2.5Database Architects

0.0%

2.4Chemical Engineers

0.0%

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.0%

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

4.3Foundry Mold and Coremakers

0.0%

4.2Textile Knitting and Weaving Machine Setters, Operators, and Tenders

0.0%

3.8Cashiers

0.0%

2.5Advertising Sales Agents

0.0%

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.0%

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

3.7Paperhangers

0.0%

3.2Helpers--Carpenters

0.0%

150

2.5Occupational Health and Safety Technicians

0.0%

100

1.5Life Scientists, All Other

0.0%

150

0.9Nurse Anesthetists

0.0%

100

3.7Medical Records Specialists

0.0%

100

2.3Opticians, Dispensing

0.0%

160

2.8Medical Assistants

0.0%

120

2.0Physical Scientists, All Other

0.0%

3.2Stationary Engineers and Boiler Operators

0.0%

2.3Crane and Tower Operators

0.0%

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

0.0%

2.4Biological Technicians

0.0%

2.8Merchandise Displayers and Window Trimmers

0.0%

1.5Producers and Directors

0.0%

1.5Film and Video Editors

0.0%

1.8Training and Development Managers

0.0%

1.2Natural Sciences Managers

0.0%

1.5Information Security Analysts

0.0%

3.0Helpers, Construction Trades, All Other

0.0%

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

3.8Layout Workers, Metal and Plastic

0.0%

4.5Information and Record Clerks, All Other

0.0%

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

3.5Financial Clerks, All Other

0.0%

3.7Statisticians

0.0%

3.8Chemical Plant and System Operators

0.0%

2.1Public Relations Managers

0.0%

2.2Compensation and Benefits Managers

0.0%

2.2Environmental Engineers

0.0%

3.4Electrical and Electronics Drafters

0.0%

1.3Registered Nurses

0.0%

1.2Nurse Practitioners

0.0%

2.2Dental Assistants

0.0%

3.2Medical Equipment Preparers

0.0%

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

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

0.0%

3.7Cooling and Freezing Equipment Operators and Tenders

0.0%

4.0Cleaners of Vehicles and Equipment

0.0%

2.1Financial Specialists, All Other

0.0%

3.0Budget Analysts

0.0%

3.2Paralegals and Legal Assistants

0.0%

3.1Legal Support Workers, All Other

0.0%

3.0Fabric and Apparel Patternmakers

0.0%

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

1.4Writers and Authors

0.0%

2.3Outdoor Power Equipment and Other Small Engine Mechanics

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