Ainxiety | History and Science Museums

History and Science Museums

# 961 overall · better than 37.4% of other industries

2.5/5Moderate Risk
AInxiety Score™

1/5

Regulatory Compliance

2/5

Capex Requirements

2/5

Data Intensity

2/5

Workforce Flexibility

3/5

Complexity

3/5

Adaptability

Overall, the museum industry has a moderate level of complexity and regulatory requirements, balanced with significant potential for digital transformation and technological integration. While specialized roles remain, numerous administrative and operational tasks are suitable for automation, leading to a mixed impact of AI.

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History and Science Museums

Will AI create new opportunities and jobs in this industry?

Yes

Risk composition of jobs in this industry

0 jobs in Museums, Historical Sites, and Similar Institutions

9.0%

15,280

1.7Tour Guides and Escorts

7.5%

189,260

1.7Exercise Trainers and Group Fitness Instructors

4.7%

7,870

2.0Animal Caretakers

4.4%

7,470

1.5General and Operations Managers

4.1%

6,970

1.2Museum Technicians and Conservators

4.1%

6,920

1.2Curators

3.8%

6,440

3.3Customer Service Representatives

3.8%

6,360

2.8Security Guards

3.3%

5,520

1.8Self-Enrichment Teachers

3.2%

5,410

3.3Retail Salespersons

3.1%

5,300

3.8Cashiers

2.9%

4,940

2.8Maintece and Repair Workers, General

2.4%

60,170

1.2Coaches and Scouts

2.3%

3,960

3.7Amusement and Recreation Attendants

2.2%

3,730

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

2.1%

3,630

3.3Landscaping and Groundskeeping Workers

1.8%

3,010

2.1Meeting, Convention, and Event Planners

1.7%

2,820

1.5Fundraisers

1.6%

2,780

4.2Office Clerks, General

1.6%

40,630

1.0Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers

1.5%

2,500

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

1.4%

35,070

3.2Gambling Dealers

1.3%

2,200

3.1Market Research Analysts and Marketing Specialists

1.2%

2,060

2.6First-Line Supervisors of Office and Administrative Support Workers

1.2%

2,020

3.2Receptionists and Information Clerks

1.2%

1,990

1.5Recreation Workers

1.2%

1,980

3.8Bookkeeping, Accounting, and Auditing Clerks

1.1%

1,940

1.8Public Relations Specialists

1.1%

1,890

2.8First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services

1.1%

1,810

3.4Ushers, Lobby Attendants, and Ticket Takers

0.9%

1,610

3.2Accountants and Auditors

0.9%

1,540

1.5Managers, All Other

0.9%

1,540

2.8Business Operations Specialists, All Other

0.9%

1,500

2.5First-Line Supervisors of Retail Sales Workers

0.8%

1,290

3.9Fast Food and Counter Workers

0.7%

1,150

2.2Instructional Coordinators

0.6%

1,090

3.0Facilities Managers

0.6%

1,070

2.5Archivists

0.6%

1,080

2.2Financial Managers

0.6%

980

2.5Human Resources Specialists

0.6%

14,370

0.5Athletes and Sports Competitors

0.6%

930

3.3Executive Secretaries and Executive Administrative Assistants

0.5%

900

1.7Fundraising Managers

0.5%

900

2.2Project Management Specialists

0.5%

880

2.2Education Administrators, All Other

0.5%

830

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

0.5%

810

3.6Waiters and Waitresses

0.5%

810

2.5Graphic Designers

0.5%

810

2.5Marketing Managers

0.5%

12,050

3.7Gambling Change Persons and Booth Cashiers

0.5%

780

1.5First-Line Supervisors of Security Workers

0.5%

11,260

1.5Agents and Business Managers of Artists, Performers, and Athletes

0.4%

11,040

2.6First-Line Supervisors of Gambling Services Workers

0.4%

730

0.5Chief Executives

0.4%

690

1.8Set and Exhibit Designers

0.4%

640

2.8Audio and Video Technicians

0.4%

630

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

0.3%

600

2.6Librarians and Media Collections Specialists

0.3%

600

1.0Actors

0.3%

8,260

2.5Coin, Vending, and Amusement Machine Servicers and Repairers

0.3%

540

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

0.3%

550

2.2First-Line Supervisors of Personal Service Workers

0.3%

520

1.8Zoologists and Wildlife Biologists

0.3%

520

1.5Educational Instruction and Library Workers, All Other

0.3%

530

1.7Training and Development Specialists

0.3%

510

2.1Public Relations Managers

0.3%

480

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.3%

490

2.8Administrative Services Managers

0.3%

7,400

3.2Gambling Cage Workers

0.3%

470

2.0Soil and Plant Scientists

0.3%

450

3.5Cooks, Restaurant

0.3%

450

3.1Bartenders

0.3%

460

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

0.3%

450

3.3Computer User Support Specialists

0.3%

6,770

1.5Umpires, Referees, and Other Sports Officials

0.3%

6,720

1.5Dancers

0.3%

6,750

2.8Gambling Service Workers, All Other

0.3%

6,470

3.2Gambling and Sports Book Writers and Runners

0.3%

430

3.8Food Preparation Workers

0.3%

6,220

3.7Locker Room, Coatroom, and Dressing Room Attendants

0.2%

400

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

0.2%

400

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.2%

400

1.5Sales Managers

0.2%

410

3.1Network and Computer Systems Administrators

0.2%

370

1.2Teachers and Instructors, All Other

0.2%

370

2.0Computer and Information Systems Managers

0.2%

360

1.5Art Directors

0.2%

360

1.5Human Resources Managers

0.2%

330

1.1Animal Trainers

0.2%

340

1.2Natural Sciences Managers

0.2%

5,030

2.5Gambling Surveillance Officers and Gambling Investigators

0.2%

4,720

2.3Outdoor Power Equipment and Other Small Engine Mechanics

0.2%

310

3.9Stockers and Order Fillers

0.2%

300

1.3Entertainment and Recreation Managers, Except Gambling

0.2%

4,510

1.0Music Directors and Composers

0.2%

280

3.7Office and Administrative Support Workers, All Other

0.2%

280

1.8Photographers

0.2%

290

2.1Buyers and Purchasing Agents, Farm Products

0.2%

270

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.2%

270

2.0Interpreters and Translators

0.1%

260

3.8Maids and Housekeeping Cleaners

0.1%

250

3.2Production, Planning, and Expediting Clerks

0.1%

250

1.5Producers and Directors

0.1%

260

2.2Editors

0.1%

3,900

2.2Disc Jockeys, Except Radio

0.1%

3,720

2.5Motorboat Mechanics and Service Technicians

0.1%

3,870

0.5Massage Therapists

0.1%

230

2.8Entertainment Attendants and Related Workers, All Other

0.1%

240

2.2Carpenters

0.1%

240

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

0.1%

230

3.0Database Administrators

0.1%

220

1.3Veterinarians

0.1%

230

3.8Parking Attendants

0.1%

220

4.3Shipping, Receiving, and Inventory Clerks

0.1%

210

2.7Forest and Conservation Workers

0.1%

210

0.8Preschool Teachers, Except Special Education

0.1%

210

1.5Teaching Assistants, Special Education

0.1%

220

2.8Web and Digital Interface Designers

0.1%

200

1.3Veterinary Technologists and Technicians

0.1%

200

1.8Anthropologists and Archeologists

0.1%

210

1.1Community and Social Service Specialists, All Other

0.1%

210

1.4Writers and Authors

0.1%

3,030

1.7Costume Attendants

0.1%

190

3.8Shuttle Drivers and Chauffeurs

0.1%

190

3.8Payroll and Timekeeping Clerks

0.1%

190

1.7Conservation Scientists

0.1%

180

1.8Training and Development Managers

0.1%

170

1.0Protective Service Workers, All Other

0.1%

170

0.7Childcare Workers

0.1%

170

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

170

3.7Counter and Rental Clerks

0.1%

170

1.3Social and Community Service Managers

0.1%

160

2.0Chefs and Head Cooks

0.1%

150

3.8Cooks, Institution and Cafeteria

0.1%

150

4.7Dishwashers

0.1%

150

2.0Electricians

0.1%

150

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

150

3.5Hotel, Motel, and Resort Desk Clerks

0.1%

150

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

150

4.5Information and Record Clerks, All Other

0.1%

160

4.8Data Entry Keyers

0.1%

160

0.5Fine Artists, Including Painters, Sculptors, and Illustrators

0.1%

160

3.5Web Developers

0.1%

2,200

2.3Special Effects Artists and Animators

0.1%

2,240

2.6Broadcast Technicians

0.1%

2,270

2.7Sound Engineering Technicians

0.1%

2,270

3.8Cooks, Fast Food

0.1%

2,320

2.0Gambling Managers

0.1%

140

3.8Food Servers, Nonrestaurant

0.1%

140

2.4Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop

0.1%

140

2.3First-Line Supervisors of Farming, Fishing, and Forestry Workers

0.1%

140

2.4Biological Technicians

0.1%

130

0.8Craft Artists

0.1%

130

1.5Entertainers and Performers, Sports and Related Workers, All Other

0.1%

140

2.6Food Service Managers

0.1%

130

2.5Computer Systems Analysts

0.1%

2,070

1.0Athletic Trainers

0.1%

110

4.2Motion Picture Projectionists

0.1%

110

4.7File Clerks

0.1%

130

3.1Library Technicians

0.1%

110

2.3Computer Occupations, All Other

0.1%

1,840

0.3Choreographers

0.1%

1,670

4.0Cleaners of Vehicles and Equipment

0.1%

100

2.5Painters, Construction and Maintece

0.1%

110

2.7Recycling Coordinators

0.1%

100

4.5Packers and Packagers, Hand

0.1%

110

1.8Personal Care and Service Workers, All Other

0.1%

110

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.1%

100

2.0Environmental Scientists and Specialists, Including Health

0.1%

110

2.3Software Developers

0.1%

1,510

2.8Broadcast Announcers and Radio Disc Jockeys

0.1%

1,520

1.5Film and Video Editors

0.1%

1,420

3.8Automotive and Watercraft Service Attendants

0.1%

1,500

2.8Motor Vehicle Operators, All Other

0.1%

3.2Stationary Engineers and Boiler Operators

0.1%

2.0Captains, Mates, and Pilots of Water Vessels

0.1%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.1%

3.5Library Assistants, Clerical

0.1%

1.8Biological Scientists, All Other

0.1%

1.2Historians

0.1%

2.7Occupational Health and Safety Specialists

0.1%

1.4Lawyers

0.1%

2.0Management Analysts

0.1%

2.8Data Scientists

0.1%

1,360

2.1Maintece Workers, Machinery

0.0%

0.5Emergency Medical Technicians

0.0%

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

0.0%

3.7Food Preparation and Serving Related Workers, All Other

0.0%

2.5Concierges

0.0%

2.8Automotive Service Technicians and Mechanics

0.0%

3.0Bus Drivers, Transit and Intercity

0.0%

2.5Sailors and Marine Oilers

0.0%

2.8Sales and Related Workers, All Other

0.0%

2.4Forest and Conservation Technicians

0.0%

2.7Property, Real Estate, and Community Association Managers

0.0%

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

2.8Computer Network Support Specialists

0.0%

890

Industrial Truck and Tractor Operators

0.0%

1,130

4.0Travel Agents

0.0%

1,000

3.0Heavy and Tractor-Trailer Truck Drivers

0.0%

2.5Veterinary Assistants and Laboratory Animal Caretakers

0.0%

3.8Cooks, Short Order

0.0%

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

3.6Bakers

0.0%

4.3Laundry and Dry-Cleaning Workers

0.0%

3.2Light Truck Drivers

0.0%

3.8Bill and Account Collectors

0.0%

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

2.2Animal Breeders

0.0%

1.7Animal Scientists

0.0%

3.0Agricultural Technicians

0.0%

2.8Merchandise Displayers and Window Trimmers

0.0%

0.5Musicians and Singers

0.0%

2.6Technical Writers

0.0%

3.0Media and Communication Workers, All Other

0.0%

2.7Lighting Technicians

0.0%

3.2Purchasing Managers

0.0%

2.0Personal Service Managers, All Other

0.0%

2.4Financial and Investment Analysts

0.0%

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

830

1.8Fashion Designers

0.0%

630

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

740

1.5Hairdressers, Hairstylists, and Cosmetologists

0.0%

780

1.5Skincare Specialists

0.0%

870

3.3Baggage Porters and Bellhops

0.0%

660

3.8Billing and Posting Clerks

0.0%

700

2.0Tutors

0.0%

680

2.7Lodging Managers

0.0%

870

2.0Riggers

0.0%

3.3Media and Communication Equipment Workers, All Other

0.0%

1.7Dietitians and Nutritionists

0.0%

3.1Cooks, All Other

0.0%

2.2Tree Trimmers and Pruners

0.0%

3.2Grounds Maintece Workers, All Other

0.0%

1.8Construction Laborers

0.0%

2.8Electrical and Electronics Installers and Repairers, Transportation Equipment

0.0%

2.8First-Line Supervisors of Production and Operating Workers

0.0%

Miscellaneous Assemblers and Fabricators

0.0%

3.2Welders, Cutters, Solderers, and Brazers

0.0%

3.8Switchboard Operators, Including Answering Service

0.0%

3.5Procurement Clerks

0.0%

3.3Interviewers, Except Eligibility and Loan

0.0%

3.8Reservation and Transportation Ticket Agents and Travel Clerks

0.0%

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.0%

1.8Social Science Research Assistants

0.0%

2.0Camera Operators, Television, Video, and Film

0.0%

3.0Farmers, Ranchers, and Other Agricultural Managers

0.0%

1.6Construction Managers

0.0%

1.3Education and Childcare Administrators, Preschool and Daycare

0.0%

2.7Compliance Officers

0.0%

1.5Information Security Analysts

0.0%

2.3Civil Engineering Technologists and Technicians

0.0%

480

1.2Artists and Related Workers, All Other

0.0%

410

1.0Physical Therapists

0.0%

440

0.2Paramedics

0.0%

450

2.2Motorboat Operators

0.0%

550

2.8Automotive Body and Related Repairers

0.0%

400

0.7Makeup Artists, Theatrical and Performance

0.0%

380

3.2Manicurists and Pedicurists

0.0%

580

2.5Advertising Sales Agents

0.0%

520

3.0Demonstrators and Product Promoters

0.0%

470

2.5Mechanical Engineers

0.0%

420

1.7Social and Human Service Assistants

0.0%

540

3.6Pesticide Handlers, Sprayers, and Applicators, Vegetation

0.0%

460

2.1Financial Specialists, All Other

0.0%

490

3.8Computer Programmers

0.0%

500

1.8Advertising and Promotions Managers

0.0%

500

2.8Transportation, Storage, and Distribution Managers

0.0%

150

1.5Commercial and Industrial Designers

0.0%

310

2.0Floral Designers

0.0%

340

2.0Designers, All Other

0.0%

140

1.3Registered Nurses

0.0%

360

1.5Personal Care Aides

0.0%

180

2.0Passenger Attendants

0.0%

150

4.2Material Moving Workers, All Other

0.0%

140

4.0Couriers and Messengers

0.0%

360

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

220

2.7Audiovisual Equipment Installers and Repairers

0.0%

310

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.0%

200

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

320

3.8Parts Salespersons

0.0%

240

2.2Door-to-Door Sales Workers, News and Street Vendors, and Related Workers

0.0%

380

3.5Financial Clerks, All Other

0.0%

200

2.3Engineers, All Other

0.0%

190

1.7Astronomers

0.0%

350

1.7Health Education Specialists

0.0%

360

0.9Community Health Workers

0.0%

160

1.7Art, Drama, and Music Teachers, Postsecondary

0.0%

130

1.5Substitute Teachers, Short-Term

0.0%

170

1.2Healthcare Support Workers, All Other

0.0%

140

3.8Parking Enforcement Workers

0.0%

320

3.8Building Cleaning Workers, All Other

0.0%

170

2.8Computer Network Architects

0.0%

290

3.5Software Quality Assurance Analysts and Testers

0.0%

140

3.2Operations Research Analysts

0.0%

190

2.2Compensation and Benefits Managers

0.0%

250

2.3Industrial Machinery Mechanics

0.0%

130

1.2Musical Instrument Repairers and Tuners

0.0%

140

3.8Machinists

0.0%

180

4.1Sewing Machine Operators

0.0%

270

2.5Tailors, Dressmakers, and Custom Sewers

0.0%

230

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.0%

350

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

0.0%

150

3.9Production Workers, All Other

0.0%

280

2.3Commercial Pilots

0.0%

280

3.0Driver/Sales Workers

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