Ainxiety | Exam Preparation and Tutoring

Exam Preparation and Tutoring

# 1247 overall · better than 18.8% of other industries

2.9/5Moderate Risk
AInxiety Score™

1/5

Complexity

2/5

Regulatory Compliance

2/5

Workforce Flexibility

3/5

Data Intensity

3/5

Adaptability

4/5

Capex Requirements

The exam preparation and tutoring industry has a blend of specialized services and standardizable tasks where AI can enhance efficiency. While personalized attention remains important, digital tools increasingly assist in content delivery and progress tracking, allowing for substantial AI integration. Regulatory and capital barriers are moderate to low, facilitating smoother adoption of AI technologies.

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Exam Preparation and Tutoring

Will AI create new opportunities and jobs in this industry?

Yes

Risk composition of jobs in this industry

0 jobs in Other Schools and Instruction

30.2%

154,120

1.8Self-Enrichment Teachers

12.4%

63,360

2.0Tutors

11.7%

59,420

1.2Coaches and Scouts

3.7%

18,830

1.5General and Operations Managers

3.2%

16,290

4.2Office Clerks, General

2.1%

10,980

1.2Teachers and Instructors, All Other

1.8%

9,100

1.5Teaching Assistants, Special Education

1.8%

8,920

3.2Receptionists and Information Clerks

1.7%

8,840

2.2Education Administrators, All Other

1.7%

8,590

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

1.6%

7,940

1.5Recreation Workers

1.2%

5,950

2.2Instructional Coordinators

1.1%

5,410

0.7Childcare Workers

0.9%

116,540

0.5Kindergarten Teachers, Except Special Education

0.9%

4,360

2.6First-Line Supervisors of Office and Administrative Support Workers

0.8%

4,090

1.7Art, Drama, and Music Teachers, Postsecondary

0.8%

4,030

3.3Customer Service Representatives

0.7%

3,600

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

0.7%

3,430

3.8Bookkeeping, Accounting, and Auditing Clerks

0.7%

87,260

1.7Career/Technical Education Teachers, Secondary School

0.6%

3,190

3.1Market Research Analysts and Marketing Specialists

0.6%

3,150

0.8Preschool Teachers, Except Special Education

0.6%

82,980

1.7Business Teachers, Postsecondary

0.6%

3,020

2.8Business Operations Specialists, All Other

0.6%

2,880

1.5Educational Instruction and Library Workers, All Other

0.5%

2,730

1.7Training and Development Specialists

0.5%

2,570

2.5Career/Technical Education Teachers, Postsecondary

0.5%

2,360

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

0.5%

2,290

1.5Educational, Guidance, and Career Counselors and Advisors

0.4%

2,250

2.8Maintece and Repair Workers, General

0.4%

57,600

0.5English Language and Literature Teachers, Postsecondary

0.4%

2,100

0.3Choreographers

0.4%

51,400

1.7Biological Science Teachers, Postsecondary

0.4%

1,930

3.7Amusement and Recreation Attendants

0.4%

1,890

3.2Accountants and Auditors

0.4%

48,160

1.5Mathematical Science Teachers, Postsecondary

0.3%

1,750

3.3Retail Salespersons

0.3%

1,660

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

0.3%

1,510

1.5Fundraisers

0.3%

40,570

1.7Psychology Teachers, Postsecondary

0.3%

1,470

1.8Public Relations Specialists

0.3%

38,360

0.8Engineering Teachers, Postsecondary

0.3%

1,320

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

0.3%

34,120

1.0Protective Service Workers, All Other

0.3%

1,270

2.5Human Resources Specialists

0.3%

33,340

2.0School Bus Monitors

0.2%

1,220

1.5Substitute Teachers, Short-Term

0.2%

1,000

1.3Entertainment and Recreation Managers, Except Gambling

0.2%

26,550

0.8Police and Sheriff’s Patrol Officers

0.2%

950

2.1Meeting, Convention, and Event Planners

0.2%

900

0.8Child, Family, and School Social Workers

0.2%

930

3.3Landscaping and Groundskeeping Workers

0.2%

24,030

3.1Library Technicians

0.2%

850

2.2First-Line Supervisors of Personal Service Workers

0.2%

22,740

1.0Medical Scientists, Except Epidemiologists

0.2%

840

1.7Social and Human Service Assistants

0.2%

800

2.3Software Developers

0.1%

20,150

1.5Chemistry Teachers, Postsecondary

0.1%

20,600

1.2History Teachers, Postsecondary

0.1%

730

0.8Mental Health Counselors

0.1%

700

4.5Information and Record Clerks, All Other

0.1%

700

2.2Project Management Specialists

0.1%

18,790

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

0.1%

680

1.1Community and Social Service Specialists, All Other

0.1%

17,080

1.5Political Science Teachers, Postsecondary

0.1%

16,900

1.0Social Sciences Teachers, Postsecondary, All Other

0.1%

620

3.3Computer User Support Specialists

0.1%

610

0.5Chief Executives

0.1%

590

2.8Administrative Services Managers

0.1%

590

1.7Postsecondary Teachers, All Other

0.1%

610

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

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%

540

2.8Security Guards

0.1%

570

1.3Education and Childcare Administrators, Preschool and Daycare

0.1%

14,460

2.1Licensed Practical and Licensed Vocational Nurses

0.1%

13,990

1.8Physics Teachers, Postsecondary

0.1%

14,570

1.5Law Teachers, Postsecondary

0.1%

520

3.7Office and Administrative Support Workers, All Other

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%

13,310

1.5Criminal Justice and Law Enforcement Teachers, Postsecondary

0.1%

450

3.1Network and Computer Systems Administrators

0.1%

450

3.8Cooks, Institution and Cafeteria

0.1%

440

2.5Marketing Managers

0.1%

440

2.2Financial Managers

0.1%

450

0.3Special Education Teachers, All Other

0.1%

11,850

1.0Nursing Assistants

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%

12,150

1.0Career/Technical Education Teachers, Middle School

0.1%

410

1.5Producers and Directors

0.1%

410

0.5Musicians and Singers

0.1%

430

2.8Audio and Video Technicians

0.1%

420

3.7Counter and Rental Clerks

0.1%

410

1.3Social and Community Service Managers

0.1%

10,240

3.8Computer Programmers

0.1%

10,420

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

11,130

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

370

1.0Actors

0.1%

340

1.5Dancers

0.1%

360

3.9Fast Food and Counter Workers

0.1%

350

3.8Cashiers

0.1%

340

3.2Production, Planning, and Expediting Clerks

0.1%

360

1.2Education Administrators, Postsecondary

0.1%

370

0.5Fine Artists, Including Painters, Sculptors, and Illustrators

0.1%

9,150

2.8Medical Assistants

0.1%

9,020

2.5Crossing Guards and Flaggers

0.1%

9,470

2.0Electricians

0.1%

290

4.0Cleaners of Vehicles and Equipment

0.1%

300

2.3Computer Occupations, All Other

0.1%

310

3.4Ushers, Lobby Attendants, and Ticket Takers

0.1%

300

3.3Interviewers, Except Eligibility and Loan

0.1%

280

1.5Sales Managers

0.1%

330

1.1Elementary School Teachers, Except Special Education

0.1%

330

2.8Teaching Assistants, Postsecondary

0.1%

300

1.5Art Directors

0.1%

290

2.5Graphic Designers

0.1%

8,500

1.5Medical and Health Services Managers

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%

230

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

250

2.0Bus Drivers, School

0.1%

260

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

0.1%

270

1.0Music Directors and Composers

0.1%

240

2.0Management Analysts

0.1%

240

3.8Payroll and Timekeeping Clerks

0.1%

270

3.0Facilities Managers

0.1%

6,440

3.0Budget Analysts

0.1%

7,130

3.0Compensation, Benefits, and Job Analysis Specialists

0.1%

6,390

3.2Operations Research Analysts

0.1%

6,580

0.5General Internal Medicine Physicians

0.1%

7,100

1.8Environmental Science Teachers, Postsecondary

0.1%

7,140

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

200

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

0.0%

230

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

0.0%

180

1.5Umpires, Referees, and Other Sports Officials

0.0%

220

1.5Personal Care Aides

0.0%

200

2.8Web and Digital Interface Designers

0.0%

200

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.0%

190

2.5First-Line Supervisors of Retail Sales Workers

0.0%

210

3.8Billing and Posting Clerks

0.0%

180

1.7Fundraising Managers

0.0%

230

2.0Computer and Information Systems Managers

0.0%

5,090

1.8Biological Scientists, All Other

0.0%

5,670

2.8Computer Network Architects

0.0%

5,180

3.2Stationary Engineers and Boiler Operators

0.0%

4,920

2.3Commercial Pilots

0.0%

5,540

2.0Chefs and Head Cooks

0.0%

5,000

1.0Anthropology and Archeology Teachers, Postsecondary

0.0%

4,660

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

140

1.3Registered Nurses

0.0%

150

2.7Occupational Health and Safety Specialists

0.0%

170

3.5Web Developers

0.0%

180

3.8Food Preparation Workers

0.0%

150

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

160

3.8Maids and Housekeeping Cleaners

0.0%

140

2.8Sales and Related Workers, All Other

0.0%

180

4.3Shipping, Receiving, and Inventory Clerks

0.0%

170

4.8Data Entry Keyers

0.0%

150

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

0.0%

140

2.1Buyers and Purchasing Agents, Farm Products

0.0%

3,360

2.8Transportation, Storage, and Distribution Managers

0.0%

4,200

1.8Training and Development Managers

0.0%

4,220

1.5Information Security Analysts

0.0%

3,610

1.2Natural Sciences Managers

0.0%

3,550

3.7Statisticians

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%

3,390

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%

3,720

1.5First-Line Supervisors of Security Workers

0.0%

3,480

1.8Geography Teachers, Postsecondary

0.0%

4,210

1.3Library Science Teachers, Postsecondary

0.0%

3,420

2.1Public Safety Telecommunicators

0.0%

3,910

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

4,330

1.8Construction Laborers

0.0%

2.7Recycling Coordinators

0.0%

100

3.2Light Truck Drivers

0.0%

3.9Stockers and Order Fillers

0.0%

120

2.6Technical Writers

0.0%

100

1.4Writers and Authors

0.0%

2.7Sound Engineering Technicians

0.0%

1.5Film and Video Editors

0.0%

100

1.7Dietitians and Nutritionists

0.0%

120

1.5Speech-Language Pathologists

0.0%

1.2Counselors, All Other

0.0%

110

1.7Health Education Specialists

0.0%

0.9Community Health Workers

0.0%

100

0.1Religious Workers, All Other

0.0%

1.8Computer Science Teachers, Postsecondary

0.0%

100

1.5Health Specialties Teachers, Postsecondary

0.0%

0.5Nursing Instructors and Teachers, Postsecondary

0.0%

3.0Credit Counselors

0.0%

100

3.0Database Administrators

0.0%

110

3.5Software Quality Assurance Analysts and Testers

0.0%

3.1Bartenders

0.0%

110

1.7Costume Attendants

0.0%

100

1.7Tour Guides and Escorts

0.0%

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.0%

2.1Public Relations Managers

0.0%

1.5Human Resources Managers

0.0%

100

2.0Education Administrators, Kindergarten through Secondary

0.0%

100

1.3Philosophy and Religion Teachers, Postsecondary

0.0%

120

0.8Special Education Teachers, Elementary School

0.0%

100

2.6Librarians and Media Collections Specialists

0.0%

100

1.8Set and Exhibit Designers

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%

2,240

2.0Soil and Plant Scientists

0.0%

2,720

1.8Physicists

0.0%

2,660

3.2Loan Officers

0.0%

2,540

0.6Healthcare Social Workers

0.0%

3,160

2.3Engineers, All Other

0.0%

2,200

3.0Agricultural Technicians

0.0%

2,060

2.3Chemical Technicians

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%

2,300

0.4Directors, Religious Activities and Education

0.0%

2,270

1.8Aircraft Mechanics and Service Technicians

0.0%

2,350

2.8Automotive Service Technicians and Mechanics

0.0%

2,670

2.2Dental Assistants

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%

2,340

3.0Media and Communication Workers, All Other

0.0%

2,190

2.4Pharmacists

0.0%

2.2Motorboat Operators

0.0%

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

0.0%

2.0Interpreters and Translators

0.0%

2.7Lighting Technicians

0.0%

1.2Occupational Therapists

0.0%

1.1Therapists, All Other

0.0%

0.5Massage Therapists

0.0%

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

0.0%

2.8Data Scientists

0.0%

1.7Conservation Scientists

0.0%

0.5School Psychologists

0.0%

0.8Rehabilitation Counselors

0.0%

1.0Social Workers, All Other

0.0%

2.2Education Teachers, Postsecondary

0.0%

1.8Communications Teachers, Postsecondary

0.0%

1.2Foreign Language and Literature Teachers, Postsecondary

0.0%

2.4Financial and Investment Analysts

0.0%

2.1Financial Specialists, All Other

0.0%

2.5Computer Systems Analysts

0.0%

2.8Computer Network Support Specialists

0.0%

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

0.0%

4.7Dishwashers

0.0%

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

0.0%

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

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

0.0%

4.7File Clerks

0.0%

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

4.8Word Processors and Typists

0.0%

2.6Food Service Managers

0.0%

2.0Personal Service Managers, All Other

0.0%

2.7Compliance Officers

0.0%

3.0Logisticians

0.0%

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

0.0%

0.8Special Education Teachers, Middle School

0.0%

0.8Special Education Teachers, Secondary School

0.0%

1.2Museum Technicians and Conservators

0.0%

2.2Farm and Home Management Educators

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%

700

2.1Financial Risk Specialists

0.0%

890

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

1,390

3.2Engineering Technologists and Technicians, Except Drafters, All Other

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%

720

1.5Epidemiologists

0.0%

1,150

1.5Life Scientists, All Other

0.0%

1,970

3.2Purchasing Managers

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%

800

1.3Veterinarians

0.0%

730

2.7Property, Real Estate, and Community Association Managers

0.0%

1,640

1.6Construction Managers

0.0%

1,560

1.8Labor Relations Specialists

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%

1,100

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%

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%

880

3.2Paralegals and Legal Assistants

0.0%

1,330

2.5Archivists

0.0%

1,240

0.6Forestry and Conservation Science Teachers, Postsecondary

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%

1,220

3.5Financial Clerks, All Other

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%

780

1.8Airline Pilots, Copilots, and Flight Engineers

0.0%

890

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.0%

700

2.1Security and Fire Alarm Systems Installers

0.0%

890

3.2Medical Equipment Preparers

0.0%

870

3.8Parking Enforcement Workers

0.0%

1,890

3.0Heavy and Tractor-Trailer Truck Drivers

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%

880

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

1,110

2.6Broadcast Technicians

0.0%

990

1.8Photographers

0.0%

830

2.0Camera Operators, Television, Video, and Film

0.0%

1,120

3.3Media and Communication Equipment Workers, All Other

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%

1,710

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

1,280

2.8First-Line Supervisors of Production and Operating Workers

0.0%

1,000

3.6Bakers

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