Ainxiety | Process, Physical Distribution, and Logistics Consulting Services

Process, Physical Distribution, and Logistics Consulting Services

# 956 overall · better than 37.7% of other industries

2.5/5Moderate Risk
AInxiety Score™

1/5

Complexity

2/5

Regulatory Compliance

2/5

Workforce Flexibility

3/5

Capex Requirements

3/5

Data Intensity

3/5

Adaptability

Process, Physical Distribution, and Logistics Consulting Services involve specialized knowledge, moderate regulatory and infrastructure requirements, and a data-driven approach. While some tasks are automatable, the need for customized solutions and expertise limits complete AI displacement. The industry is moderately adaptable to AI integration, making its overall risk of AI displacement moderate.

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Process, Physical Distribution, and Logistics Consulting Services

Should AI be regulated in this industry?

Yes

Risk composition of jobs in this industry

0 jobs in Management, Scientific, and Technical Consulting Services

11.9%

220,090

2.0Management Analysts

6.8%

124,750

1.5General and Operations Managers

5.1%

93,900

3.1Market Research Analysts and Marketing Specialists

4.5%

83,840

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

3.5%

65,540

2.2Project Management Specialists

3.5%

64,100

3.3Customer Service Representatives

3.1%

57,300

2.3Software Developers

3.1%

56,590

2.8Business Operations Specialists, All Other

2.3%

43,020

3.2Accountants and Auditors

2.3%

42,450

2.5Human Resources Specialists

2.1%

38,000

4.2Office Clerks, General

1.9%

35,580

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

1.7%

31,480

2.5Marketing Managers

1.5%

27,160

3.8Bookkeeping, Accounting, and Auditing Clerks

1.4%

25,440

2.0Computer and Information Systems Managers

1.3%

24,220

2.3Computer Occupations, All Other

1.3%

23,770

1.5Managers, All Other

1.3%

23,200

2.6First-Line Supervisors of Office and Administrative Support Workers

1.1%

20,720

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

1.1%

113,100

1.3Veterinary Technologists and Technicians

1.0%

107,960

2.5Veterinary Assistants and Laboratory Animal Caretakers

1.0%

17,890

2.2Financial Managers

0.9%

17,380

1.5Sales Managers

0.9%

17,100

2.5Computer Systems Analysts

0.9%

16,990

3.3Computer User Support Specialists

0.9%

16,140

3.3Executive Secretaries and Executive Administrative Assistants

0.9%

15,980

2.0Environmental Scientists and Specialists, Including Health

0.8%

15,020

2.4Financial and Investment Analysts

0.8%

14,390

3.0Logisticians

0.8%

14,450

1.7Training and Development Specialists

0.7%

12,970

2.7Compliance Officers

0.7%

12,720

2.8Data Scientists

0.6%

11,050

2.5Graphic Designers

0.6%

10,850

2.7Occupational Health and Safety Specialists

0.6%

10,980

1.5Information Security Analysts

0.6%

10,470

3.0Heavy and Tractor-Trailer Truck Drivers

0.6%

10,150

0.5Chief Executives

0.6%

10,080

3.1Network and Computer Systems Administrators

0.5%

9,830

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

0.5%

9,520

3.8Billing and Posting Clerks

0.5%

9,410

3.5Software Quality Assurance Analysts and Testers

0.5%

53,480

1.0Medical Scientists, Except Epidemiologists

0.5%

9,060

1.8Public Relations Specialists

0.4%

8,110

1.5Human Resources Managers

0.4%

7,870

3.2Light Truck Drivers

0.4%

7,510

2.2Environmental Engineers

0.4%

7,290

3.2Operations Research Analysts

0.4%

7,020

2.5Environmental Science and Protection Technicians, Including Health

0.4%

6,960

3.0Compensation, Benefits, and Job Analysis Specialists

0.4%

6,940

3.9Stockers and Order Fillers

0.4%

6,750

2.1Buyers and Purchasing Agents, Farm Products

0.4%

6,900

4.8Data Entry Keyers

0.4%

6,930

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.4%

6,620

2.8Administrative Services Managers

0.3%

6,440

3.5Web Developers

0.3%

5,770

2.8Computer Network Architects

0.3%

5,800

3.2Production, Planning, and Expediting Clerks

0.3%

5,630

2.8Web and Digital Interface Designers

0.3%

5,590

1.3Registered Nurses

0.3%

5,320

4.3Shipping, Receiving, and Inventory Clerks

0.3%

5,390

2.8Maintece and Repair Workers, General

0.3%

5,140

3.3Retail Salespersons

0.3%

5,210

Industrial Truck and Tractor Operators

0.3%

5,020

1.4Lawyers

0.3%

4,980

3.5Medical Secretaries and Administrative Assistants

0.3%

4,780

2.3Engineers, All Other

0.3%

4,610

3.7Medical Records Specialists

0.2%

4,190

2.5First-Line Supervisors of Non-Retail Sales Workers

0.2%

4,200

3.3Interviewers, Except Eligibility and Loan

0.2%

4,030

1.4Writers and Authors

0.2%

4,110

1.5Medical and Health Services Managers

0.2%

4,050

2.0Civil Engineers

0.2%

4,150

2.5Advertising Sales Agents

0.2%

4,120

2.7Recycling Coordinators

0.2%

3,930

2.6Technical Writers

0.2%

3,890

2.2Geoscientists, Except Hydrologists and Geographers

0.2%

3,970

3.2Receptionists and Information Clerks

0.2%

3,740

2.8Transportation, Storage, and Distribution Managers

0.2%

3,670

2.1Meeting, Convention, and Event Planners

0.2%

3,650

2.8Computer Network Support Specialists

0.2%

3,690

4.6Telemarketers

0.2%

3,620

3.8Cargo and Freight Agents

0.2%

3,750

4.5Packers and Packagers, Hand

0.2%

3,460

1.5Art Directors

0.2%

3,470

1.9Personal Financial Advisors

0.2%

3,530

2.5Database Architects

0.2%

3,500

4.2Insurance Claims and Policy Processing Clerks

0.2%

3,480

2.8Medical Assistants

0.2%

3,440

2.8Security Guards

0.2%

3,520

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.2%

3,300

2.7Industrial Engineers

0.2%

3,260

1.6Architectural and Engineering Managers

0.2%

3,280

2.5Construction and Building Inspectors

0.2%

3,290

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

0.2%

3,280

3.8Payroll and Timekeeping Clerks

0.2%

3,110

1.8Biological Scientists, All Other

0.2%

3,180

3.8Bill and Account Collectors

0.2%

3,120

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.2%

17,910

1.0Actors

0.2%

3,000

2.2Editors

0.2%

2,880

1.6Construction Managers

0.2%

2,920

1.2Natural Sciences Managers

0.2%

2,970

2.5Actuaries

0.2%

2,980

3.0Demonstrators and Product Promoters

0.1%

2,800

2.8Merchandise Displayers and Window Trimmers

0.1%

2,730

2.5Mechanical Engineers

0.1%

2,780

1.9Economists

0.1%

2,770

2.1Public Relations Managers

0.1%

2,760

3.0Database Administrators

0.1%

2,330

1.5Producers and Directors

0.1%

2,450

3.8Computer Programmers

0.1%

2,490

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.1%

2,340

Miscellaneous Assemblers and Fabricators

0.1%

2,230

2.4Environmental Engineering Technologists and Technicians

0.1%

2,240

2.0Soil and Plant Scientists

0.1%

2,150

2.5Insurance Sales Agents

0.1%

2,180

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

2,240

3.8Maids and Housekeeping Cleaners

0.1%

2,020

2.5Occupational Health and Safety Technicians

0.1%

1,960

1.5Fundraisers

0.1%

1,970

2.8Sales and Related Workers, All Other

0.1%

1,870

2.3Electrical Engineers

0.1%

1,830

1.8Zoologists and Wildlife Biologists

0.1%

1,880

1.8Anthropologists and Archeologists

0.1%

1,850

3.7Statisticians

0.1%

1,790

3.8Switchboard Operators, Including Answering Service

0.1%

1,720

0.6Healthcare Social Workers

0.1%

1,720

3.2Paralegals and Legal Assistants

0.1%

1,720

3.2Electronics Engineers, Except Computer

0.1%

1,630

4.2Cost Estimators

0.1%

1,660

2.2Hazardous Materials Removal Workers

0.1%

1,740

3.8Cashiers

0.1%

1,630

2.4Pharmacists

0.1%

1,600

3.9Fast Food and Counter Workers

0.1%

1,400

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

0.1%

1,400

1.8Computer Hardware Engineers

0.1%

1,400

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

0.1%

1,480

1.8Training and Development Managers

0.1%

1,560

3.7Office and Administrative Support Workers, All Other

0.1%

1,500

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

0.1%

1,230

2.2Instructional Coordinators

0.1%

1,320

2.3Civil Engineering Technologists and Technicians

0.1%

1,330

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.1%

1,330

3.2Surveying and Mapping Technicians

0.1%

1,350

1.8Social Science Research Assistants

0.1%

1,380

2.8Claims Adjusters, Examiners, and Investigators

0.1%

1,310

1.8Construction Laborers

0.1%

1,370

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.1%

1,270

2.9Eligibility Interviewers, Government Programs

0.1%

8,050

2.7Property, Real Estate, and Community Association Managers

0.1%

1,120

1.1Community and Social Service Specialists, All Other

0.1%

1,140

2.1Electrical and Electronic Engineering Technologists and Technicians

0.1%

1,160

2.3Hydrologists

0.1%

1,160

3.0Agricultural Technicians

0.1%

1,100

2.4Biological Technicians

0.1%

1,190

2.5Industrial Production Managers

0.1%

1,140

3.2Purchasing Managers

0.1%

1,110

2.3Appraisers and Assessors of Real Estate

0.1%

1,100

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.1%

1,070

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.1%

1,050

2.8Automotive Service Technicians and Mechanics

0.1%

1,020

2.2Sales Engineers

0.1%

1,040

4.0Order Clerks

0.1%

1,150

2.8First-Line Supervisors of Production and Operating Workers

0.1%

1,060

2.8Water and Wastewater Treatment Plant and System Operators

0.1%

1,090

2.8Histology Technicians

0.1%

1,190

3.3Landscaping and Groundskeeping Workers

0.1%

6,910

2.5Computer, Automated Teller, and Office Machine Repairers

0.1%

960

3.4Electrical and Electronics Drafters

0.1%

850

1.7Urban and Regional Planners

0.1%

920

1.8Advertising and Promotions Managers

0.1%

950

3.0Facilities Managers

0.1%

920

2.1Financial Risk Specialists

0.1%

950

3.2Loan Officers

0.1%

1,010

3.5Cartographers and Photogrammetrists

0.1%

940

2.5First-Line Supervisors of Retail Sales Workers

0.1%

870

2.7Securities, Commodities, and Financial Services Sales Agents

0.1%

960

4.7File Clerks

0.1%

940

2.0Installation, Maintece, and Repair Workers, All Other

0.1%

950

3.9Production Workers, All Other

0.1%

850

1.2Nurse Practitioners

0.0%

710

1.7Health Education Specialists

0.0%

740

2.8Audio and Video Technicians

0.0%

720

1.5Film and Video Editors

0.0%

660

2.5Chemists

0.0%

730

1.5Social Scientists and Related Workers, All Other

0.0%

710

2.2Compensation and Benefits Managers

0.0%

710

3.0Budget Analysts

0.0%

820

1.5Aerospace Engineers

0.0%

730

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

730

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

760

3.5Procurement Clerks

0.0%

660

4.5Information and Record Clerks, All Other

0.0%

700

1.5Personal Care Aides

0.0%

610

2.4Forest and Conservation Technicians

0.0%

570

1.5Commercial and Industrial Designers

0.0%

540

1.5Nuclear Engineers

0.0%

640

3.2Architectural and Civil Drafters

0.0%

470

2.5Calibration Technologists and Technicians

0.0%

510

1.7Conservation Scientists

0.0%

640

2.0Foresters

0.0%

490

1.8Physicists

0.0%

580

3.0Survey Researchers

0.0%

470

1.8Industrial-Organizational Psychologists

0.0%

650

2.5Geological Technicians, Except Hydrologic Technicians

0.0%

490

2.6Food Service Managers

0.0%

560

1.3Social and Community Service Managers

0.0%

540

3.0Financial Examiners

0.0%

650

3.8Tax Preparers

0.0%

480

1.2Architects, Except Landscape and Naval

0.0%

550

3.4Proofreaders and Copy Markers

0.0%

470

3.3Statistical Assistants

0.0%

500

2.0Electricians

0.0%

520

2.2Bus and Truck Mechanics and Diesel Engine Specialists

0.0%

520

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

570

3.5Loan Interviewers and Clerks

0.0%

550

2.1Maintece Workers, Machinery

0.0%

610

3.2Welders, Cutters, Solderers, and Brazers

0.0%

490

4.1Printing Press Operators

0.0%

480

2.3Commercial Pilots

0.0%

500

3.0Pharmacy Technicians

0.0%

510

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.0%

520

3.6Waiters and Waitresses

0.0%

2,990

2.3Mining and Geological Engineers, Including Mining Safety Engineers

0.0%

310

1.5Educational, Guidance, and Career Counselors and Advisors

0.0%

390

0.9Community Health Workers

0.0%

440

3.1Legal Support Workers, All Other

0.0%

410

1.8Self-Enrichment Teachers

0.0%

390

2.6Librarians and Media Collections Specialists

0.0%

280

2.2Farm and Home Management Educators

0.0%

370

2.3Special Effects Artists and Animators

0.0%

300

2.0Interpreters and Translators

0.0%

300

3.0Media and Communication Workers, All Other

0.0%

360

2.0Camera Operators, Television, Video, and Film

0.0%

390

1.7Dietitians and Nutritionists

0.0%

380

2.5Aerospace Engineering and Operations Technologists and Technicians

0.0%

340

3.3Industrial Engineering Technologists and Technicians

0.0%

460

3.0Mechanical Engineering Technologists and Technicians

0.0%

320

0.8Clinical and Counseling Psychologists

0.0%

310

2.3Chemical Technicians

0.0%

440

1.7Fundraising Managers

0.0%

310

3.0Credit Counselors

0.0%

330

1.2Computer and Information Research Scientists

0.0%

450

3.0Mathematical Science Occupations, All Other

0.0%

370

3.8Surveyors

0.0%

390

2.4Chemical Engineers

0.0%

440

4.6Desktop Publishers

0.0%

450

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

440

1.8Aircraft Mechanics and Service Technicians

0.0%

410

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

400

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

380

2.3Industrial Machinery Mechanics

0.0%

410

2.5Real Estate Brokers

0.0%

460

3.5Financial Clerks, All Other

0.0%

320

4.0Couriers and Messengers

0.0%

420

2.5Medical Equipment Repairers

0.0%

320

3.8Helpers--Installation, Maintece, and Repair Workers

0.0%

320

3.8Helpers--Production Workers

0.0%

290

3.8Shuttle Drivers and Chauffeurs

0.0%

320

2.3Radiologic Technologists and Technicians

0.0%

290

0.7Surgical Technologists

0.0%

460

3.5Health Information Technologists and Medical Registrars

0.0%

290

1.0Nursing Assistants

0.0%

360

3.4Medical Transcriptionists

0.0%

430

1.3Private Detectives and Investigators

0.0%

1,620

0.5Physicians, All Other

0.0%

1,920

1.0Protective Service Workers, All Other

0.0%

1,770

1.2Avionics Technicians

0.0%

1,750

2.8Motor Vehicle Operators, All Other

0.0%

1,830

3.8Prepress Technicians and Workers

0.0%

2,110

3.6Photographic Process Workers and Processing Machine Operators

0.0%

120

0.8Mental Health Counselors

0.0%

230

0.8Mental Health and Substance Abuse Social Workers

0.0%

220

2.0Designers, All Other

0.0%

110

1.6News Analysts, Reporters, and Journalists

0.0%

190

2.5Materials Engineers

0.0%

270

1.7Petroleum Engineers

0.0%

160

4.0Mechanical Drafters

0.0%

220

3.8Drafters, All Other

0.0%

130

1.5Epidemiologists

0.0%

230

2.0Physical Scientists, All Other

0.0%

100

3.1Hydrologic Technicians

0.0%

280

0.4Emergency Management Directors

0.0%

190

1.8Labor Relations Specialists

0.0%

250

3.5Credit Analysts

0.0%

220

3.3Insurance Underwriters

0.0%

120

1.2Bioengineers and Biomedical Engineers

0.0%

110

3.2Legal Secretaries and Administrative Assistants

0.0%

180

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

0.0%

210

3.7Agricultural Equipment Operators

0.0%

200

3.0Agricultural Workers, All Other

0.0%

140

Miscellaneous Construction and Related Workers

0.0%

240

3.1Earth Drillers, Except Oil and Gas

0.0%

130

3.7Counter and Rental Clerks

0.0%

110

3.8Parts Salespersons

0.0%

140

3.8Correspondence Clerks

0.0%

270

2.3Telecommunications Line Installers and Repairers

0.0%

220

3.8Machinists

0.0%

130

4.5Packaging and Filling Machine Operators and Tenders

0.0%

140

3.5Computer Numerically Controlled Tool Operators

0.0%

120

2.3Transportation Inspectors

0.0%

160

0.8Cardiovascular Technologists and Technicians

0.0%

220

2.0Health Technologists and Technicians, All Other

0.0%

240

1.5Healthcare Practitioners and Technical Workers, All Other

0.0%

130

1.2Healthcare Support Workers, All Other

0.0%

180

1.5First-Line Supervisors of Security Workers

0.0%

100

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

0.0%

210

0.3Firefighters

0.0%

150

2.0Chefs and Head Cooks

0.0%

250

3.5Cooks, Restaurant

0.0%

130

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

0.0%

660

2.0Riggers

0.0%

810

3.1Bartenders

0.0%

780

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

870

3.8Engine and Other Machine Assemblers

0.0%

630

1.2Counselors, All Other

0.0%

800

0.8Child, Family, and School Social Workers

0.0%

820

3.5Etchers and Engravers

0.0%

670

2.7Lighting Technicians

0.0%

840

3.3Media and Communication Equipment Workers, All Other

0.0%

610

2.3Helpers--Electricians

0.0%

680

2.3Radio, Cellular, and Tower Equipment Installers and Repairers

0.0%

1,070

1.8Electrical and Electronics Repairers, Powerhouse, Substation, and Relay

0.0%

1,110

2.7Audiovisual Equipment Installers and Repairers

0.0%

550

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.0%

930

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

0.0%

1,360

0.7Childcare Workers

0.0%

680

3.8Print Binding and Finishing Workers

0.0%

730

3.1Cement Masons and Concrete Finishers

0.0%

700

2.5Painters, Construction and Maintece

0.0%

840

3.7Paperhangers

0.0%

1,080

1.7Astronomers

0.0%

960

1.5Political Scientists

0.0%

1,200

1.5Sociologists

0.0%

630

1.3Nuclear Technicians

0.0%

1,170

2.2First-Line Supervisors of Personal Service Workers

0.0%

1,050

1.1Animal Trainers

0.0%

590

3.7Amusement and Recreation Attendants

0.0%

850

0.5Fine Artists, Including Painters, Sculptors, and Illustrators

0.0%

1,120

1.8Fashion Designers

0.0%

650

1.8Set and Exhibit Designers

0.0%

670

2.2Jewelers and Precious Stone and Metal Workers

0.0%

600

3.9Painting, Coating, and Decorating Workers

0.0%

840

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

0.0%

540

3.6Semiconductor Processing Technicians

0.0%

570

3.5Computer Numerically Controlled Tool Programmers

0.0%

680

4.1Credit Authorizers, Checkers, and Clerks

0.0%

560

2.5Archivists

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