Ainxiety | Carpet and Upholstery Cleaning Services

Carpet and Upholstery Cleaning Services

# 1531 overall · better than 0.3% of other industries

3.4/5Moderate Risk
AInxiety Score™

2/5

Data Intensity

3/5

Regulatory Compliance

3/5

Capex Requirements

3/5

Adaptability

4/5

Complexity

4/5

Workforce Flexibility

Carpet and upholstery cleaning services involve standardized and repetitive tasks, moderate regulatory compliance, and relatively low capital investments, making it suitable for AI integration. The industry is beginning to use digital tools, positioning it for further AI enhancement. However, human oversight is still critical for quality control, and regulatory compliance must be managed effectively.

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Carpet and Upholstery Cleaning Services

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Risk composition of jobs in this industry

0 jobs in Services to Buildings and Dwellings

37.0%

831,700

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

25.1%

564,160

3.3Landscaping and Groundskeeping Workers

4.0%

89,510

2.9Pest Control Workers

3.8%

86,220

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

3.7%

83,040

3.8Maids and Housekeeping Cleaners

3.0%

66,220

1.5General and Operations Managers

2.7%

59,760

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

2.6%

57,560

4.2Office Clerks, General

2.5%

226,420

Miscellaneous Assemblers and Fabricators

2.0%

44,520

2.2Tree Trimmers and Pruners

1.7%

38,110

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

1.6%

141,400

1.3Registered Nurses

1.1%

23,620

2.8Maintece and Repair Workers, General

0.9%

21,180

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

0.9%

81,460

3.9Production Workers, All Other

0.8%

17,960

3.8Bookkeeping, Accounting, and Auditing Clerks

0.8%

17,950

2.0Installation, Maintece, and Repair Workers, All Other

0.7%

15,140

1.8Construction Laborers

0.7%

59,820

1.0Nursing Assistants

0.6%

14,370

4.0Cleaners of Vehicles and Equipment

0.6%

13,960

3.3Customer Service Representatives

0.6%

53,450

2.1Security and Fire Alarm Systems Installers

0.6%

12,450

3.6Pesticide Handlers, Sprayers, and Applicators, Vegetation

0.5%

48,410

4.0Travel Agents

0.5%

11,330

2.6First-Line Supervisors of Office and Administrative Support Workers

0.5%

44,860

1.5Personal Care Aides

0.5%

41,820

1.5Substitute Teachers, Short-Term

0.4%

39,430

4.5Packaging and Filling Machine Operators and Tenders

0.4%

35,930

2.1Licensed Practical and Licensed Vocational Nurses

0.4%

8,760

3.8Building Cleaning Workers, All Other

0.4%

8,290

3.0Heavy and Tractor-Trailer Truck Drivers

0.3%

7,850

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

0.3%

5,980

3.2Light Truck Drivers

0.3%

5,780

2.3Outdoor Power Equipment and Other Small Engine Mechanics

0.3%

22,360

3.5Medical Secretaries and Administrative Assistants

0.2%

5,280

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

0.2%

5,470

2.2Project Management Specialists

0.2%

5,150

2.5Human Resources Specialists

0.2%

20,350

3.4Medical Transcriptionists

0.2%

20,920

3.7Counter and Rental Clerks

0.2%

4,930

3.3Retail Salespersons

0.2%

4,890

4.2Cost Estimators

0.2%

4,880

3.2Accountants and Auditors

0.2%

19,850

2.8Medical Assistants

0.2%

19,810

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

0.2%

19,430

0.3Firefighters

0.2%

4,380

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.2%

4,540

4.3Laundry and Dry-Cleaning Workers

0.2%

18,290

3.8Reservation and Transportation Ticket Agents and Travel Clerks

0.2%

3,930

3.2Grounds Maintece Workers, All Other

0.2%

4,140

2.3Operating Engineers and Other Construction Equipment Operators

0.2%

16,080

3.6Waiters and Waitresses

0.2%

3,850

3.0Facilities Managers

0.2%

15,010

2.0Correctional Officers and Jailers

0.1%

3,360

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

13,890

3.7Medical Records Specialists

0.1%

12,350

3.5Software Quality Assurance Analysts and Testers

0.1%

12,270

2.8Data Scientists

0.1%

2,870

1.5Managers, All Other

0.1%

2,930

1.7Training and Development Specialists

0.1%

11,710

1.0Protective Service Workers, All Other

0.1%

11,360

2.8Histology Technicians

0.1%

11,360

3.8Food Preparation Workers

0.1%

2,700

2.8Business Operations Specialists, All Other

0.1%

2,710

2.8Motor Vehicle Operators, All Other

0.1%

2,610

3.2Receptionists and Information Clerks

0.1%

10,380

2.2Locksmiths and Safe Repairers

0.1%

11,020

3.8Switchboard Operators, Including Answering Service

0.1%

10,850

2.8Computer Network Architects

0.1%

11,250

4.2Food Batchmakers

0.1%

11,210

3.8Food Servers, Nonrestaurant

0.1%

9,990

1.5Medical and Health Services Managers

0.1%

10,080

3.4Ushers, Lobby Attendants, and Ticket Takers

0.1%

10,350

3.8Machinists

0.1%

2,230

3.2Production, Planning, and Expediting Clerks

0.1%

2,240

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.1%

8,930

4.0Electromechanical Equipment Assemblers

0.1%

9,200

2.5Insurance Sales Agents

0.1%

9,000

1.5Information Security Analysts

0.1%

9,060

2.8Computer Network Support Specialists

0.1%

1,980

3.1Market Research Analysts and Marketing Specialists

0.1%

8,120

2.7Industrial Engineers

0.1%

7,880

1.7Tour Guides and Escorts

0.1%

7,800

1.3Private Detectives and Investigators

0.1%

7,870

3.5Cooks, Restaurant

0.1%

8,040

4.1Office Machine Operators, Except Computer

0.1%

7,820

3.9Dining Room and Cafeteria Attendants and Bartender Helpers

0.1%

8,370

4.7Dishwashers

0.1%

1,860

2.0Plumbers, Pipefitters, and Steamfitters

0.1%

7,090

3.3Interviewers, Except Eligibility and Loan

0.1%

6,770

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

0.1%

1,600

3.8Payroll and Timekeeping Clerks

0.1%

6,710

2.5Mechanical Engineers

0.1%

5,920

2.3Engineers, All Other

0.1%

6,050

4.1Printing Press Operators

0.1%

5,910

3.0Demonstrators and Product Promoters

0.1%

1,440

2.0Fallers

0.1%

1,330

2.2Carpenters

0.1%

1,410

1.5Sales Managers

0.1%

1,410

1.6Construction Managers

0.1%

1,340

Industrial Truck and Tractor Operators

0.1%

1,360

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

5,840

4.1Meat, Poultry, and Fish Cutters and Trimmers

0.1%

5,140

3.2Paralegals and Legal Assistants

0.1%

5,090

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

0.1%

5,160

3.5Computer Numerically Controlled Tool Operators

0.1%

5,440

2.8Audio and Video Technicians

0.1%

5,490

3.8Cooks, Institution and Cafeteria

0.1%

5,660

3.2Operations Research Analysts

0.1%

5,120

4.0Weighers, Measurers, Checkers, and Samplers, Recordkeeping

0.1%

5,100

4.5Food Processing Workers, All Other

0.1%

5,270

3.0Pharmacy Technicians

0.1%

5,340

3.1Bartenders

0.1%

1,050

3.8Cashiers

0.1%

1,020

3.8Billing and Posting Clerks

0.1%

1,180

2.8Automotive Service Technicians and Mechanics

0.1%

1,220

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.1%

4,610

2.8Claims Adjusters, Examiners, and Investigators

0.1%

4,220

4.0Couriers and Messengers

0.1%

4,650

2.2Dental Assistants

0.1%

4,310

2.0Phlebotomists

0.1%

4,420

1.2Healthcare Support Workers, All Other

0.1%

4,100

4.1Metal Workers and Plastic Workers, All Other

0.1%

4,180

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.1%

4,200

1.0Respiratory Therapists

0.1%

4,670

1.2Nurse Practitioners

0.1%

4,520

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.1%

4,820

3.8Computer Programmers

0.1%

4,580

3.5Web Developers

0.1%

4,820

2.8Web and Digital Interface Designers

0.1%

4,550

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.1%

4,380

2.2Editors

0.1%

4,440

2.6Technical Writers

0.0%

840

2.5Brickmasons and Blockmasons

0.0%

840

2.5Painters, Construction and Maintece

0.0%

870

2.5Construction and Building Inspectors

0.0%

920

2.8Administrative Services Managers

0.0%

950

2.2Financial Managers

0.0%

970

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

4,040

2.7Property, Real Estate, and Community Association Managers

0.0%

3,260

1.7Social and Human Service Assistants

0.0%

3,660

1.5Fundraisers

0.0%

3,750

4.1Sewing Machine Operators

0.0%

3,830

1.8Aircraft Mechanics and Service Technicians

0.0%

3,900

2.4Pharmacists

0.0%

3,350

1.0Physical Therapists

0.0%

3,880

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

0.0%

3,600

2.5Database Architects

0.0%

3,430

2.8Solar Photovoltaic Installers

0.0%

3,840

1.5Producers and Directors

0.0%

3,210

2.3Electrical Engineers

0.0%

3,800

0.7Surgical Technologists

0.0%

3,750

3.5Court Reporters and Simultaneous Captioners

0.0%

660

3.7Office and Administrative Support Workers, All Other

0.0%

580

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

0.0%

660

2.5First-Line Supervisors of Retail Sales Workers

0.0%

710

2.5First-Line Supervisors of Non-Retail Sales Workers

0.0%

700

Miscellaneous Construction and Related Workers

0.0%

750

2.1Buyers and Purchasing Agents, Farm Products

0.0%

580

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

770

2.7Occupational Health and Safety Specialists

0.0%

3,060

3.2Structural Metal Fabricators and Fitters

0.0%

2,760

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

2,310

0.6Healthcare Social Workers

0.0%

2,770

3.5Credit Analysts

0.0%

2,660

3.7Tellers

0.0%

2,300

3.3Court, Municipal, and License Clerks

0.0%

2,770

3.5Loan Interviewers and Clerks

0.0%

2,500

1.5Recreation Workers

0.0%

3,120

0.5First-Line Supervisors of Firefighting and Prevention Workers

0.0%

2,560

1.2Teachers and Instructors, All Other

0.0%

2,880

4.2Machine Feeders and Offbearers

0.0%

3,040

2.5Industrial Production Managers

0.0%

2,630

2.0Health Technologists and Technicians, All Other

0.0%

2,330

3.2Legal Secretaries and Administrative Assistants

0.0%

2,470

1.4Writers and Authors

0.0%

2,940

2.0Civil Engineers

0.0%

2,760

3.2Electronics Engineers, Except Computer

0.0%

2,520

2.1Dental Hygienists

0.0%

2,640

0.5Emergency Medical Technicians

0.0%

470

4.3Shipping, Receiving, and Inventory Clerks

0.0%

530

4.8Data Entry Keyers

0.0%

490

0.5Chief Executives

0.0%

530

1.5Human Resources Managers

0.0%

340

2.7Compliance Officers

0.0%

450

3.3Computer User Support Specialists

0.0%

360

3.7Textile, Apparel, and Furnishings Workers, All Other

0.0%

360

2.3Crane and Tower Operators

0.0%

400

2.0Floral Designers

0.0%

430

3.0Farm Equipment Mechanics and Service Technicians

0.0%

1,680

1.6Architectural and Engineering Managers

0.0%

1,720

2.4Millwrights

0.0%

1,600

2.3Telecommunications Line Installers and Repairers

0.0%

1,750

2.5Aircraft Structure, Surfaces, Rigging, and Systems Assemblers

0.0%

1,690

3.8Slaughterers and Meat Packers

0.0%

1,730

4.0Mechanical Drafters

0.0%

2,120

2.1Electrical and Electronic Engineering Technologists and Technicians

0.0%

1,590

1.5Hairdressers, Hairstylists, and Cosmetologists

0.0%

1,820

0.9Community Health Workers

0.0%

1,920

0.8Child, Family, and School Social Workers

0.0%

1,960

1.1Community and Social Service Specialists, All Other

0.0%

1,460

3.1Legal Support Workers, All Other

0.0%

1,590

3.5Financial Clerks, All Other

0.0%

1,470

4.1Credit Authorizers, Checkers, and Clerks

0.0%

2,190

3.5Hotel, Motel, and Resort Desk Clerks

0.0%

2,110

3.2Medical Equipment Preparers

0.0%

1,550

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

0.0%

2,210

3.8Print Binding and Finishing Workers

0.0%

1,620

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.0%

1,640

1.1Physician Assistants

0.0%

2,100

1.2Occupational Therapists

0.0%

1,520

1.5First-Line Supervisors of Correctional Officers

0.0%

2,210

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

0.0%

1,830

2.0Chefs and Head Cooks

0.0%

1,500

2.0Tutors

0.0%

1,720

3.0Bus Drivers, Transit and Intercity

0.0%

1,550

1.0Medical Scientists, Except Epidemiologists

0.0%

2,090

2.5Chemists

0.0%

1,620

3.5Health Information Technologists and Medical Registrars

0.0%

1,660

2.1Public Relations Managers

0.0%

1,790

3.2Purchasing Managers

0.0%

1,580

4.0Cutting and Slicing Machine Setters, Operators, and Tenders

0.0%

1,520

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

0.0%

1,980

4.8Word Processors and Typists

0.0%

1,420

4.6Meter Readers, Utilities

0.0%

2,090

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

0.0%

1,670

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

0.0%

2,070

1.5Educational, Guidance, and Career Counselors and Advisors

0.0%

1,660

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

1,710

1.3Psychiatric Technicians

0.0%

1,980

2.0Interpreters and Translators

0.0%

1,360

3.1Cooks, All Other

0.0%

190

3.7Agricultural Equipment Operators

0.0%

120

1.8Public Relations Specialists

0.0%

250

2.8Security Guards

0.0%

160

2.5Crossing Guards and Flaggers

0.0%

260

4.6Telemarketers

0.0%

220

2.8Sales and Related Workers, All Other

0.0%

130

3.8Bill and Account Collectors

0.0%

140

3.5Procurement Clerks

0.0%

120

3.5Paving, Surfacing, and Tamping Equipment Operators

0.0%

230

2.0Electricians

0.0%

280

2.2Hazardous Materials Removal Workers

0.0%

160

Highway Maintece Workers

0.0%

330

4.3Septic Tank Servicers and Sewer Pipe Cleaners

0.0%

140

3.7Excavating and Loading Machine and Dragline Operators, Surface Mining

0.0%

320

2.7Electric Motor, Power Tool, and Related Repairers

0.0%

280

2.5Marketing Managers

0.0%

150

2.8Transportation, Storage, and Distribution Managers

0.0%

170

3.0Farmers, Ranchers, and Other Agricultural Managers

0.0%

150

3.1Network and Computer Systems Administrators

0.0%

300

2.8First-Line Supervisors of Production and Operating Workers

0.0%

130

3.2Stationary Engineers and Boiler Operators

0.0%

220

4.5Packers and Packagers, Hand

0.0%

140

3.2Architectural and Civil Drafters

0.0%

160

4.7File Clerks

0.0%

280

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.0%

160

2.3Home Appliance Repairers

0.0%

140

2.3Industrial Machinery Mechanics

0.0%

200

2.1Maintece Workers, Machinery

0.0%

870

4.2Graders and Sorters, Agricultural Products

0.0%

900

2.7Lodging Managers

0.0%

890

1.2Natural Sciences Managers

0.0%

930

1.3Social and Community Service Managers

0.0%

460

2.0Wind Turbine Service Technicians

0.0%

1,080

1.8Commercial Divers

0.0%

1,220

2.0Riggers

0.0%

560

3.8Engine and Other Machine Assemblers

0.0%

460

3.8Butchers and Meat Cutters

0.0%

670

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

0.0%

490

3.4Electrical and Electronics Drafters

0.0%

490

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

1,320

3.3Industrial Engineering Technologists and Technicians

0.0%

800

2.3Microbiologists

0.0%

970

1.8Biological Scientists, All Other

0.0%

720

2.0Animal Caretakers

0.0%

870

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

0.0%

880

0.8Mental Health and Substance Abuse Social Workers

0.0%

840

1.0Social Workers, All Other

0.0%

920

1.7Health Education Specialists

0.0%

880

1.2Probation Officers and Correctional Treatment Specialists

0.0%

1,320

4.0Title Examiners, Abstractors, and Searchers

0.0%

960

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

0.0%

800

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

0.0%

1,040

3.8Paper Goods Machine Setters, Operators, and Tenders

0.0%

570

1.8Labor Relations Specialists

0.0%

950

2.3Appraisers and Assessors of Real Estate

0.0%

980

3.0Budget Analysts

0.0%

720

3.3Insurance Underwriters

0.0%

1,080

3.8Cargo and Freight Agents

0.0%

500

1.8Advertising and Promotions Managers

0.0%

700

0.5Occupational Therapy Assistants

0.0%

1,300

0.7Physical Therapist Assistants

0.0%

550

3.5Pharmacy Aides

0.0%

510

2.5Veterinary Assistants and Laboratory Animal Caretakers

0.0%

530

2.0Tool and Die Makers

0.0%

630

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

0.0%

520

3.8Prepress Technicians and Workers

0.0%

750

3.2Drywall and Ceiling Tile Installers

0.0%

650

2.7Audiovisual Equipment Installers and Repairers

0.0%

700

2.8Automotive Body and Related Repairers

0.0%

550

4.0Tire Repairers and Changers

0.0%

930

1.8Photographers

0.0%

720

2.0Camera Operators, Television, Video, and Film

0.0%

770

1.5Film and Video Editors

0.0%

870

0.5Dentists, General

0.0%

1,060

1.7Dietitians and Nutritionists

0.0%

740

3.3Baggage Porters and Bellhops

0.0%

630

1.7Exercise Trainers and Group Fitness Instructors

0.0%

480

3.8Parts Salespersons

0.0%

920

2.2Sales Engineers

0.0%

810

1.2Fire Inspectors and Investigators

0.0%

660

2.5Gambling Surveillance Officers and Gambling Investigators

0.0%

1,300

2.2Transportation Security Screeners

0.0%

550

3.8Cooks, Fast Food

0.0%

890

1.8Self-Enrichment Teachers

0.0%

1,240

2.2Instructional Coordinators

0.0%

1,230

1.5Art Directors

0.0%

870

3.8Automotive and Watercraft Service Attendants

0.0%

520

2.3Transportation Inspectors

0.0%

870

2.3Commercial Pilots

0.0%

650

2.0Environmental Scientists and Specialists, Including Health

0.0%

570

0.8Clinical and Counseling Psychologists

0.0%

980

1.5Healthcare Practitioners and Technical Workers, All Other

0.0%

540

1.7Fundraising Managers

0.0%

1,010

2.2Compensation and Benefits Managers

0.0%

540

2.2Environmental Engineers

0.0%

1,260

2.1Financial Risk Specialists

0.0%

740

3.0Financial Examiners

0.0%

490

3.0Credit Counselors

0.0%

1,210

3.2Loan Officers

0.0%

550

3.7Statisticians

0.0%

810

1.2Architects, Except Landscape and Naval

0.0%

660

3.8Surveyors

0.0%

900

1.5Aerospace Engineers

0.0%

920

2.2Reinforcing Iron and Rebar Workers

0.0%

460

2.3Roofers

0.0%

1,240

2.3Helpers--Electricians

0.0%

770

2.5Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

0.0%

980

3.0Helpers, Construction Trades, All Other

0.0%

830

3.5Chemical Equipment Operators and Tenders

0.0%

860

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

0.0%

1,100

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

0.0%

570

4.1Grinding and Polishing Workers, Hand

0.0%

510

Textile Cutting Machine Setters, Operators, and Tenders

0.0%

1,170

4.1Sawing Machine Setters, Operators, and Tenders, Wood

0.0%

1,100

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

0.0%

480

2.5Woodworkers, All Other

0.0%

970

2.8Water and Wastewater Treatment Plant and System Operators

0.0%

610

2.1Medical Appliance Technicians

0.0%

480

4.6Desktop Publishers

0.0%

700

3.4Proofreaders and Copy Markers

0.0%

700

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

0.0%

640

3.7Food Cooking Machine Operators and Tenders

0.0%

770

1.5Commercial and Industrial Designers

0.0%

470

1.8Set and Exhibit Designers

0.0%

530

1.0Actors

0.0%

600

2.3Special Effects Artists and Animators

0.0%

830

4.2Material Moving Workers, All Other

0.0%

650

2.5Environmental Science and Protection Technicians, Including Health

0.0%

670

0.8Rehabilitation Counselors

0.0%

1,220

2.3Chemical Technicians

0.0%

1,160

1.8Computer Hardware Engineers

0.0%

1,330

2.5Diagnostic Medical Sonographers

0.0%

750

0.2Paramedics

0.0%

1,100

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

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