Ainxiety | Apprenticeship Training

Apprenticeship Training

# 554 overall · better than 63.9% of other industries

2/5Moderate Risk
AInxiety Score™

1/5

Complexity

1/5

Workforce Flexibility

2/5

Regulatory Compliance

2/5

Capex Requirements

2/5

Data Intensity

2/5

Adaptability

The apprenticeship training industry is moderately complex and heavily reliant on human expertise, making it less susceptible to full AI displacement. Regulatory requirements and capital investments also moderate the speed of AI adoption. While there is potential for AI to augment aspects of training delivery and tracking, the hands-on learning and mentorship components still necessitate human involvement.

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Apprenticeship Training

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

0 jobs in Technical and Trade Schools

30.1%

43,440

2.5Career/Technical Education Teachers, Postsecondary

10.6%

1,406,220

1.1Elementary School Teachers, Except Special Education

4.7%

625,650

1.2Middle School Teachers, Except Special and Career/Technical Education

4.2%

6,090

1.7Training and Development Specialists

3.2%

4,550

1.5Educational, Guidance, and Career Counselors and Advisors

3.1%

4,460

2.3Commercial Pilots

2.9%

4,240

4.2Office Clerks, General

2.8%

4,070

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

2.8%

3,980

1.2Education Administrators, Postsecondary

2.7%

3,830

1.8Self-Enrichment Teachers

2.6%

3,780

1.5General and Operations Managers

2.2%

3,170

2.2Education Administrators, All Other

2.0%

2,960

1.5Health Specialties Teachers, Postsecondary

2.0%

2,900

3.2Receptionists and Information Clerks

1.7%

2,410

2.2Instructional Coordinators

1.6%

2,340

1.7Postsecondary Teachers, All Other

1.6%

210,340

0.8Special Education Teachers, Elementary School

1.4%

2,060

0.5Nursing Instructors and Teachers, Postsecondary

1.3%

1,870

1.8Aircraft Mechanics and Service Technicians

1.2%

164,900

1.2Coaches and Scouts

1.2%

155,510

0.8Special Education Teachers, Secondary School

1.1%

1,620

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

1.1%

1,570

2.8Business Operations Specialists, All Other

1.0%

1,400

1.5Educational Instruction and Library Workers, All Other

0.9%

1,370

2.8Maintece and Repair Workers, General

0.9%

1,350

2.6First-Line Supervisors of Office and Administrative Support Workers

0.9%

1,320

4.5Information and Record Clerks, All Other

0.9%

1,270

3.8Bookkeeping, Accounting, and Auditing Clerks

0.9%

1,270

3.0Credit Counselors

0.9%

116,540

0.5Kindergarten Teachers, Except Special Education

0.8%

1,170

3.3Customer Service Representatives

0.7%

1,010

2.5Human Resources Specialists

0.7%

990

2.8Teaching Assistants, Postsecondary

0.7%

88,710

0.8Special Education Teachers, Middle School

0.6%

85,560

0.8Preschool Teachers, Except Special Education

0.6%

870

3.2Accountants and Auditors

0.6%

870

1.2Teachers and Instructors, All Other

0.6%

840

3.3Interviewers, Except Eligibility and Loan

0.6%

800

1.5Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors

0.6%

73,660

1.5Speech-Language Pathologists

0.5%

760

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

0.5%

750

3.3Computer User Support Specialists

0.5%

720

2.3Software Developers

0.5%

640

1.8Airline Pilots, Copilots, and Flight Engineers

0.4%

58,130

0.5School Psychologists

0.4%

620

3.1Market Research Analysts and Marketing Specialists

0.4%

600

2.8Security Guards

0.4%

580

1.7Career/Technical Education Teachers, Secondary School

0.4%

550

3.3Executive Secretaries and Executive Administrative Assistants

0.3%

510

1.7Exercise Trainers and Group Fitness Instructors

0.3%

480

2.7Compliance Officers

0.3%

450

2.0Tutors

0.3%

450

2.8Administrative Services Managers

0.3%

450

2.2Financial Managers

0.3%

450

1.5Managers, All Other

0.3%

440

1.8Training and Development Managers

0.3%

430

2.1Financial Specialists, All Other

0.3%

420

1.8Residential Advisors

0.3%

420

1.5Substitute Teachers, Short-Term

0.3%

410

2.2Project Management Specialists

0.3%

400

3.7Office and Administrative Support Workers, All Other

0.3%

400

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

0.3%

400

1.7Business Teachers, Postsecondary

0.3%

390

2.2Education Teachers, Postsecondary

0.3%

380

1.5Hairdressers, Hairstylists, and Cosmetologists

0.3%

33,150

0.8Mental Health Counselors

0.3%

33,340

2.0School Bus Monitors

0.2%

340

3.7Dispatchers, Except Police, Fire, and Ambulance

0.2%

30,210

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

0.2%

300

2.1Buyers and Purchasing Agents, Farm Products

0.2%

300

2.8Aircraft Service Attendants

0.2%

300

1.7Art, Drama, and Music Teachers, Postsecondary

0.2%

28,520

1.8Communications Teachers, Postsecondary

0.2%

290

3.2Loan Officers

0.2%

26,550

0.8Police and Sheriff’s Patrol Officers

0.2%

270

3.8Cooks, Institution and Cafeteria

0.2%

280

1.8Airfield Operations Specialists

0.2%

280

2.0Bus Drivers, School

0.2%

280

0.5Chief Executives

0.2%

270

1.8Computer Science Teachers, Postsecondary

0.2%

270

1.8Public Relations Specialists

0.2%

250

4.3Shipping, Receiving, and Inventory Clerks

0.2%

250

2.0Computer and Information Systems Managers

0.2%

250

3.1Network and Computer Systems Administrators

0.2%

240

4.7File Clerks

0.2%

22,740

1.0Medical Scientists, Except Epidemiologists

0.2%

230

0.5Massage Therapists

0.2%

230

2.5Aerospace Engineering and Operations Technologists and Technicians

0.1%

210

3.8Food Preparation Workers

0.1%

19,680

1.2Occupational Therapists

0.1%

20,150

1.5Chemistry Teachers, Postsecondary

0.1%

20,620

1.2Foreign Language and Literature Teachers, Postsecondary

0.1%

20,600

1.2History Teachers, Postsecondary

0.1%

20,300

1.3Philosophy and Religion Teachers, Postsecondary

0.1%

200

3.0Facilities Managers

0.1%

200

1.5Air Traffic Controllers

0.1%

200

1.5Mathematical Science Teachers, Postsecondary

0.1%

18,790

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

0.1%

190

2.5Marketing Managers

0.1%

180

1.5Human Resources Managers

0.1%

190

3.1Bartenders

0.1%

180

2.1Meeting, Convention, and Event Planners

0.1%

190

2.5Computer Systems Analysts

0.1%

190

2.8Computer Network Support Specialists

0.1%

17,080

1.5Political Science Teachers, Postsecondary

0.1%

170

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.1%

170

1.5Recreation Workers

0.1%

180

2.6Librarians and Media Collections Specialists

0.1%

15,710

2.4Biological Technicians

0.1%

15,700

0.5Physicians, All Other

0.1%

16,320

0.3Special Education Teachers, Preschool

0.1%

170

2.3Computer Occupations, All Other

0.1%

160

3.2Production, Planning, and Expediting Clerks

0.1%

160

1.2Avionics Technicians

0.1%

13,990

1.8Physics Teachers, Postsecondary

0.1%

140

1.5Medical and Health Services Managers

0.1%

150

3.8Billing and Posting Clerks

0.1%

150

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

0.1%

13,270

1.8Social Science Research Assistants

0.1%

12,670

2.8Histology Technicians

0.1%

12,940

1.2Healthcare Support Workers, All Other

0.1%

12,860

1.8Sociology Teachers, Postsecondary

0.1%

13,240

1.8Recreation and Fitness Studies Teachers, Postsecondary

0.1%

13,590

2.0Interpreters and Translators

0.1%

130

1.5Sales Managers

0.1%

120

1.3Registered Nurses

0.1%

130

3.5Software Quality Assurance Analysts and Testers

0.1%

120

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

0.1%

130

1.1Community and Social Service Specialists, All Other

0.1%

120

1.7Psychology Teachers, Postsecondary

0.1%

140

2.5Graphic Designers

0.1%

11,420

1.0Athletic Trainers

0.1%

11,650

1.2Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary

0.1%

11,570

1.3Area, Ethnic, and Cultural Studies Teachers, Postsecondary

0.1%

12,210

1.2Economics Teachers, Postsecondary

0.1%

11,710

1.0Social Work Teachers, Postsecondary

0.1%

12,580

4.8Word Processors and Typists

0.1%

12,150

1.0Career/Technical Education Teachers, Middle School

0.1%

110

4.7Dishwashers

0.1%

110

2.0Electricians

0.1%

110

1.5Criminal Justice and Law Enforcement Teachers, Postsecondary

0.1%

110

0.5English Language and Literature Teachers, Postsecondary

0.1%

110

1.8Secondary School Teachers, Except Special and Career/Technical Education

0.1%

10,690

3.7Amusement and Recreation Attendants

0.1%

100

3.8Cashiers

0.1%

100

3.3Retail Salespersons

0.1%

100

3.0Logisticians

0.1%

100

3.5Web Developers

0.1%

110

2.8Data Scientists

0.1%

100

2.0Plumbers, Pipefitters, and Steamfitters

0.1%

100

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

100

2.7Industrial Engineers

0.1%

100

1.7Social and Human Service Assistants

0.1%

9,650

1.7Fundraising Managers

0.1%

9,150

2.8Medical Assistants

0.1%

9,020

2.5Crossing Guards and Flaggers

0.1%

1.3Social and Community Service Managers

0.1%

2.2Dental Assistants

0.1%

3.5Cooks, Restaurant

0.1%

3.3Landscaping and Groundskeeping Workers

0.1%

3.8Payroll and Timekeeping Clerks

0.1%

1.8Labor Relations Specialists

0.1%

3.8Computer Programmers

0.1%

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

3.8Helpers--Installation, Maintece, and Repair Workers

0.1%

3.2Light Truck Drivers

0.1%

3.9Stockers and Order Fillers

0.1%

2.7Occupational Health and Safety Specialists

0.1%

1.7Biological Science Teachers, Postsecondary

0.1%

2.6Technical Writers

0.1%

7,500

1.0Physical Therapists

0.1%

7,790

1.2Nurse Practitioners

0.1%

8,350

1.5Architecture Teachers, Postsecondary

0.1%

7,470

1.8Agricultural Sciences Teachers, Postsecondary

0.1%

8,120

3.5Medical Secretaries and Administrative Assistants

0.1%

2.8Transportation, Storage, and Distribution Managers

0.1%

2.1Licensed Practical and Licensed Vocational Nurses

0.1%

1.0Nursing Assistants

0.1%

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.1%

3.8Maids and Housekeeping Cleaners

0.1%

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

0.1%

3.5Procurement Clerks

0.1%

2.0Management Analysts

0.1%

1.5Aerospace Engineers

0.1%

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

2.8Automotive Service Technicians and Mechanics

0.1%

3.8Shuttle Drivers and Chauffeurs

0.1%

1.0Social Sciences Teachers, Postsecondary, All Other

0.1%

6,440

3.0Budget Analysts

0.1%

6,990

2.6Food Service Managers

0.1%

6,390

3.2Operations Research Analysts

0.1%

6,580

0.5General Internal Medicine Physicians

0.1%

6,540

1.5Personal Care Aides

0.1%

7,100

1.8Environmental Science Teachers, Postsecondary

0.1%

6,250

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

0.0%

2.0Personal Service Managers, All Other

0.0%

1.5First-Line Supervisors of Security Workers

0.0%

1.0Protective Service Workers, All Other

0.0%

2.0Chefs and Head Cooks

0.0%

3.9Fast Food and Counter Workers

0.0%

2.2First-Line Supervisors of Personal Service Workers

0.0%

2.0Barbers

0.0%

1.5Skincare Specialists

0.0%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

3.0Database Administrators

0.0%

2.8Web and Digital Interface Designers

0.0%

2.7Recycling Coordinators

0.0%

0.8Engineering Teachers, Postsecondary

0.0%

2.8Audio and Video Technicians

0.0%

5,090

1.8Biological Scientists, All Other

0.0%

5,890

2.2Farm and Home Management Educators

0.0%

5,180

3.2Stationary Engineers and Boiler Operators

0.0%

5,000

1.0Anthropology and Archeology Teachers, Postsecondary

0.0%

5,060

1.5Producers and Directors

0.0%

4,660

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

5,200

2.2Editors

0.0%

2.1Public Relations Managers

0.0%

3.2Purchasing Managers

0.0%

2.0Education Administrators, Kindergarten through Secondary

0.0%

1.5Fundraisers

0.0%

1.5Information Security Analysts

0.0%

2.8Computer Network Architects

0.0%

3.5Financial Clerks, All Other

0.0%

3.5Library Assistants, Clerical

0.0%

4.8Data Entry Keyers

0.0%

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

2.0Installation, Maintece, and Repair Workers, All Other

0.0%

2.8First-Line Supervisors of Production and Operating Workers

0.0%

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.0%

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

0.8Child, Family, and School Social Workers

0.0%

3.3Media and Communication Equipment Workers, All Other

0.0%

0.5Dentists, General

0.0%

3,610

1.2Natural Sciences Managers

0.0%

3,550

3.7Statisticians

0.0%

3,660

3.4Ushers, Lobby Attendants, and Ticket Takers

0.0%

4,420

1.5Social Scientists and Related Workers, All Other

0.0%

3,520

1.1Physician Assistants

0.0%

4,010

2.0Health Technologists and Technicians, All Other

0.0%

3,820

1.5Healthcare Practitioners and Technical Workers, All Other

0.0%

3,400

1.7Health Education Specialists

0.0%

3,390

0.2Clergy

0.0%

4,510

1.4Lawyers

0.0%

3,540

3.8Food Servers, Nonrestaurant

0.0%

4,270

3.7Food Preparation and Serving Related Workers, All Other

0.0%

4,560

2.5Painters, Construction and Maintece

0.0%

3,820

2.5Veterinary Assistants and Laboratory Animal Caretakers

0.0%

4,340

1.3First-Line Supervisors of Police and Detectives

0.0%

3,480

1.8Geography Teachers, Postsecondary

0.0%

4,210

1.3Library Science Teachers, Postsecondary

0.0%

3,940

0.5Musicians and Singers

0.0%

3,420

2.1Public Safety Telecommunicators

0.0%

4,330

1.8Construction Laborers

0.0%

3,630

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

0.0%

1.3Education and Childcare Administrators, Preschool and Daycare

0.0%

0.7Childcare Workers

0.0%

3.0Compensation, Benefits, and Job Analysis Specialists

0.0%

2.4Financial and Investment Analysts

0.0%

2.2Carpenters

0.0%

3.2Welders, Cutters, Solderers, and Brazers

0.0%

3.3Industrial Engineering Technologists and Technicians

0.0%

1.5Law Teachers, Postsecondary

0.0%

3.1Library Technicians

0.0%

2,000

2.5Chemists

0.0%

2,300

2.0Environmental Scientists and Specialists, Including Health

0.0%

3,050

2.0Physical Scientists, All Other

0.0%

3,310

0.8Clinical and Counseling Psychologists

0.0%

2,060

2.5First-Line Supervisors of Retail Sales Workers

0.0%

2,240

2.0Soil and Plant Scientists

0.0%

2,720

1.8Physicists

0.0%

2,540

0.6Healthcare Social Workers

0.0%

3,160

2.3Engineers, All Other

0.0%

2,560

2.0Animal Caretakers

0.0%

2,200

3.0Agricultural Technicians

0.0%

2,060

2.3Chemical Technicians

0.0%

2,110

1.2Counselors, All Other

0.0%

3,300

1.3Veterinary Technologists and Technicians

0.0%

2,900

3.7Medical Records Specialists

0.0%

3,290

0.5Occupational Therapy Assistants

0.0%

2,240

0.9Community Health Workers

0.0%

2,300

0.4Directors, Religious Activities and Education

0.0%

2,740

1.0Actors

0.0%

2,270

0.3Choreographers

0.0%

2,900

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

0.0%

3,020

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.0%

2,660

0.7Family and Consumer Sciences Teachers, Postsecondary

0.0%

3,020

1.4Writers and Authors

0.0%

2,340

3.0Media and Communication Workers, All Other

0.0%

2,450

1.7Dietitians and Nutritionists

0.0%

2,190

2.4Pharmacists

0.0%

1,180

1.8Atmospheric and Space Scientists

0.0%

730

2.3Materials Scientists

0.0%

1,120

2.2Geoscientists, Except Hydrologists and Geographers

0.0%

1,620

3.0Survey Researchers

0.0%

1,120

1.5Psychologists, All Other

0.0%

820

1.8Personal Care and Service Workers, All Other

0.0%

1,430

1.0Social Workers, All Other

0.0%

700

2.1Financial Risk Specialists

0.0%

670

1.7Animal Scientists

0.0%

1,990

2.0Biochemists and Biophysicists

0.0%

1,090

2.3Microbiologists

0.0%

730

1.8Zoologists and Wildlife Biologists

0.0%

870

1.7Conservation Scientists

0.0%

720

1.5Epidemiologists

0.0%

1,150

1.5Life Scientists, All Other

0.0%

1,010

2.2Compensation and Benefits Managers

0.0%

1,990

1.2Computer and Information Research Scientists

0.0%

1,140

2.5Database Architects

0.0%

1,910

0.8Mental Health and Substance Abuse Social Workers

0.0%

750

1.0Respiratory Therapists

0.0%

1,660

1.1Therapists, All Other

0.0%

800

1.3Veterinarians

0.0%

1,950

1.3Entertainment and Recreation Managers, Except Gambling

0.0%

730

2.7Property, Real Estate, and Community Association Managers

0.0%

1,640

1.6Construction Managers

0.0%

1,800

2.0Civil Engineers

0.0%

960

1.8Computer Hardware Engineers

0.0%

950

2.3Electrical Engineers

0.0%

1,370

2.5Mechanical Engineers

0.0%

670

1.2Architects, Except Landscape and Naval

0.0%

1,130

3.7Locker Room, Coatroom, and Dressing Room Attendants

0.0%

860

2.8Entertainment Attendants and Related Workers, All Other

0.0%

1,500

1.7Tour Guides and Escorts

0.0%

1,100

2.5Environmental Science and Protection Technicians, Including Health

0.0%

1,080

2.5Occupational Health and Safety Technicians

0.0%

930

0.2Marriage and Family Therapists

0.0%

1,680

0.8Rehabilitation Counselors

0.0%

900

0.9Nurse Anesthetists

0.0%

1,430

1.7Audiologists

0.0%

1,960

0.8Family Medicine Physicians

0.0%

1,170

1.0Pediatricians, General

0.0%

1,100

1.0Psychiatrists

0.0%

1,030

0.2Surgeons, All Other

0.0%

920

1.5Healthcare Diagnosing or Treating Practitioners, All Other

0.0%

820

2.5Diagnostic Medical Sonographers

0.0%

1,730

2.3Radiologic Technologists and Technicians

0.0%

1,320

3.0Pharmacy Technicians

0.0%

720

0.7Surgical Technologists

0.0%

830

3.5Health Information Technologists and Medical Registrars

0.0%

820

0.7Physical Therapist Assistants

0.0%

670

0.1Religious Workers, All Other

0.0%

880

3.2Paralegals and Legal Assistants

0.0%

1,330

2.5Archivists

0.0%

1,740

1.2Curators

0.0%

1,490

1.2Museum Technicians and Conservators

0.0%

1,240

0.6Forestry and Conservation Science Teachers, Postsecondary

0.0%

1,360

1.5Art Directors

0.0%

910

1.5Models

0.0%

800

3.8Switchboard Operators, Including Answering Service

0.0%

1,260

3.8Bill and Account Collectors

0.0%

1,400

4.1Printing Press Operators

0.0%

740

3.0Power Plant Operators

0.0%

900

2.5Construction and Building Inspectors

0.0%

1,420

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

770

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.0%

700

2.1Security and Fire Alarm Systems Installers

0.0%

890

3.2Medical Equipment Preparers

0.0%

690

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

0.0%

870

3.8Parking Enforcement Workers

0.0%

890

3.6Waiters and Waitresses

0.0%

750

0.5Fine Artists, Including Painters, Sculptors, and Illustrators

0.0%

880

1.8Set and Exhibit Designers

0.0%

1,400

1.5Umpires, Referees, and Other Sports Officials

0.0%

1,890

3.0Heavy and Tractor-Trailer Truck Drivers

0.0%

1,360

1.0Music Directors and Composers

0.0%

1,250

4.0Couriers and Messengers

0.0%

1,910

4.1Office Machine Operators, Except Computer

0.0%

1,160

3.3Statistical Assistants

0.0%

890

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.0%

880

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

1,170

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

0.0%

1,110

2.6Broadcast Technicians

0.0%

700

2.7Sound Engineering Technicians

0.0%

990

1.8Photographers

0.0%

830

2.0Camera Operators, Television, Video, and Film

0.0%

1,410

3.8Parking Attendants

0.0%

850

3.0Transportation Workers, All Other

0.0%

1,850

2.2Locksmiths and Safe Repairers

0.0%

1,000

3.6Bakers

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