Ainxiety | Computer Systems Design and Related Services

Computer Systems Design and Related Services

# 1670 overall · better than -8.8% of other industries

3.6/5Moderate Risk
AInxiety Score™

1/5

Complexity

2/5

Workforce Flexibility

3/5

Regulatory Compliance

3/5

Capex Requirements

4/5

Data Intensity

4/5

Adaptability

Overall, the Computer Systems Design and Related Services industry has some complex, customized elements but also many standardized tasks suitable for AI. While regulatory and capital barriers exist, they are manageable and do not significantly deter AI integration. The data intensity and technological integration are high, and the workforce has a mix of roles. Adaptability is strong, supporting ongoing AI implementation efforts.

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Computer Systems Design and Related Services

Will AI create new opportunities and jobs in this industry?

Yes

Risk composition of jobs in this industry

2,530,820 jobs in Computer Systems Design and Related Services

21.6%

547,150

2.3Software Developers

6.2%

156,830

3.3Computer User Support Specialists

5.0%

127,350

2.0Computer and Information Systems Managers

4.6%

116,900

2.5Computer Systems Analysts

4.5%

114,930

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

3.9%

97,350

1.5General and Operations Managers

3.0%

75,790

2.3Computer Occupations, All Other

2.8%

70,590

2.2Project Management Specialists

2.5%

62,570

2.0Management Analysts

2.4%

60,950

3.5Software Quality Assurance Analysts and Testers

2.2%

55,220

3.1Network and Computer Systems Administrators

2.1%

54,540

3.3Customer Service Representatives

1.9%

48,930

3.1Market Research Analysts and Marketing Specialists

1.7%

43,760

2.8Computer Network Architects

1.6%

41,150

3.8Computer Programmers

1.6%

40,290

1.5Information Security Analysts

1.5%

37,650

1.5Sales Managers

1.5%

37,480

2.5Human Resources Specialists

1.5%

37,010

2.8Business Operations Specialists, All Other

1.3%

33,220

2.8Computer Network Support Specialists

1.3%

32,680

3.2Accountants and Auditors

1.1%

27,560

2.5Marketing Managers

1.1%

113,100

1.3Veterinary Technologists and Technicians

1.0%

25,500

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

1.0%

107,960

2.5Veterinary Assistants and Laboratory Animal Caretakers

0.9%

24,110

4.2Office Clerks, General

0.9%

99,320

1.2Architects, Except Landscape and Naval

0.9%

23,150

2.8Data Scientists

0.9%

22,640

1.5Managers, All Other

0.9%

22,250

3.5Web Developers

0.9%

21,960

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

0.9%

22,130

3.8Bookkeeping, Accounting, and Auditing Clerks

0.8%

20,780

2.8Web and Digital Interface Designers

0.7%

17,750

2.2Financial Managers

0.7%

17,190

1.8Computer Hardware Engineers

0.7%

72,590

1.3Veterinarians

0.7%

16,850

1.7Training and Development Specialists

0.6%

15,250

2.6First-Line Supervisors of Office and Administrative Support Workers

0.5%

13,710

2.5Database Architects

0.5%

12,100

2.2Sales Engineers

0.5%

50,130

2.5Construction and Building Inspectors

0.5%

11,730

0.5Chief Executives

0.4%

10,810

3.0Database Administrators

0.4%

42,760

2.0Interior Designers

0.4%

9,760

1.5Human Resources Managers

0.4%

9,350

3.3Executive Secretaries and Executive Administrative Assistants

0.4%

39,660

3.8Surveyors

0.4%

9,210

2.4Financial and Investment Analysts

0.4%

9,210

2.6Technical Writers

0.3%

8,630

2.1Buyers and Purchasing Agents, Farm Products

0.3%

8,320

2.5Graphic Designers

0.3%

8,080

1.2Computer and Information Research Scientists

0.3%

8,010

3.0Logisticians

0.3%

7,470

2.5First-Line Supervisors of Non-Retail Sales Workers

0.3%

7,620

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

0.3%

32,750

2.3Civil Engineering Technologists and Technicians

0.3%

7,220

3.2Operations Research Analysts

0.3%

7,390

2.3Electrical Engineers

0.3%

29,960

1.8Photographers

0.3%

6,840

1.8Public Relations Specialists

0.3%

6,470

2.5Computer, Automated Teller, and Office Machine Repairers

0.2%

5,980

1.4Lawyers

0.2%

5,730

2.8Administrative Services Managers

0.2%

5,830

1.6Architectural and Engineering Managers

0.2%

5,470

3.8Billing and Posting Clerks

0.2%

5,430

2.7Compliance Officers

0.2%

22,530

2.0Biochemists and Biophysicists

0.2%

4,980

2.7Industrial Engineers

0.2%

5,030

2.5Mechanical Engineers

0.2%

5,130

2.3Engineers, All Other

0.2%

4,830

3.3Telecommunications Equipment Installers and Repairers, Except Line Installers

0.2%

17,910

1.0Actors

0.2%

17,200

2.8Merchandise Displayers and Window Trimmers

0.1%

3,900

3.2Production, Planning, and Expediting Clerks

0.1%

3,910

2.3Special Effects Artists and Animators

0.1%

16,520

3.0Demonstrators and Product Promoters

0.1%

15,670

2.5Environmental Science and Protection Technicians, Including Health

0.1%

3,610

4.3Shipping, Receiving, and Inventory Clerks

0.1%

3,500

4.8Data Entry Keyers

0.1%

3,190

2.8Maintece and Repair Workers, General

0.1%

3,350

2.8Security Guards

0.1%

3,120

3.2Electronics Engineers, Except Computer

0.1%

3,020

1.5Art Directors

0.1%

12,930

1.8Social Science Research Assistants

0.1%

2,730

3.7Counter and Rental Clerks

0.1%

2,780

3.3Retail Salespersons

0.1%

11,560

2.3Landscape Architects

0.1%

2,540

3.2Receptionists and Information Clerks

0.1%

2,510

2.1Electrical and Electronic Engineering Technologists and Technicians

0.1%

2,430

Miscellaneous Assemblers and Fabricators

0.1%

2,180

1.5Aerospace Engineers

0.1%

2,220

4.0Electromechanical Equipment Assemblers

0.1%

2,300

3.0Compensation, Benefits, and Job Analysis Specialists

0.1%

2,300

3.7Medical Records Specialists

0.1%

1,990

3.7Statisticians

0.1%

2,150

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

0.1%

8,160

2.4Environmental Engineering Technologists and Technicians

0.1%

8,880

2.3Microbiologists

0.1%

8,740

1.8Construction Laborers

0.1%

1,780

2.1Financial Specialists, All Other

0.1%

1,680

3.5Loan Interviewers and Clerks

0.1%

1,840

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

1,850

2.1Public Relations Managers

0.1%

1,890

2.1Meeting, Convention, and Event Planners

0.1%

1,830

2.8Sales and Related Workers, All Other

0.1%

1,670

3.8Payroll and Timekeeping Clerks

0.1%

1,680

3.9Stockers and Order Fillers

0.1%

1,480

4.2Insurance Claims and Policy Processing Clerks

0.1%

1,400

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

0.1%

1,480

1.8Training and Development Managers

0.1%

1,590

1.5Producers and Directors

0.1%

1,470

2.2Editors

0.1%

1,630

1.4Writers and Authors

0.1%

1,400

3.0Pharmacy Technicians

0.1%

1,410

3.8Bill and Account Collectors

0.1%

1,450

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.1%

1,580

3.2Light Truck Drivers

0.1%

1,150

3.7Dispatchers, Except Police, Fire, and Ambulance

0.1%

1,360

2.3Telecommunications Line Installers and Repairers

0.1%

1,360

3.2Purchasing Managers

0.1%

5,490

2.0Soil and Plant Scientists

0.1%

4,920

3.0Agricultural Technicians

0.1%

5,080

1.9Economists

0.1%

4,950

3.0Survey Researchers

0.1%

5,570

1.7Urban and Regional Planners

0.1%

4,900

1.8Anthropologists and Archeologists

0.1%

5,480

2.5Geological Technicians, Except Hydrologic Technicians

0.0%

1,080

2.2Environmental Engineers

0.0%

940

4.5Information and Record Clerks, All Other

0.0%

1,100

3.7Office and Administrative Support Workers, All Other

0.0%

1,060

2.8Electrical and Electronics Repairers, Commercial and Industrial Equipment

0.0%

940

2.8First-Line Supervisors of Production and Operating Workers

0.0%

1,090

2.5Industrial Production Managers

0.0%

990

2.8Transportation, Storage, and Distribution Managers

0.0%

1,030

3.0Budget Analysts

0.0%

1,020

3.2Loan Officers

0.0%

1,050

2.4Pharmacists

0.0%

1,110

2.8Medical Assistants

0.0%

1,010

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.0%

4,150

1.5Nuclear Engineers

0.0%

780

2.0Civil Engineers

0.0%

680

4.7File Clerks

0.0%

790

4.0Order Clerks

0.0%

740

3.3Statistical Assistants

0.0%

700

2.7Audiovisual Equipment Installers and Repairers

0.0%

830

3.2Engineering Technologists and Technicians, Except Drafters, All Other

0.0%

710

2.0Physical Scientists, All Other

0.0%

860

3.0Facilities Managers

0.0%

680

2.2Compensation and Benefits Managers

0.0%

680

1.5Medical and Health Services Managers

0.0%

860

4.2Cost Estimators

0.0%

870

2.1Financial Risk Specialists

0.0%

880

3.2Paralegals and Legal Assistants

0.0%

660

2.2Instructional Coordinators

0.0%

820

2.8Audio and Video Technicians

0.0%

750

1.5Film and Video Editors

0.0%

690

3.5Health Information Technologists and Medical Registrars

0.0%

850

1.0Protective Service Workers, All Other

0.0%

710

2.5Advertising Sales Agents

0.0%

3,090

3.1Food Scientists and Technologists

0.0%

2,900

1.8Zoologists and Wildlife Biologists

0.0%

3,670

3.8Cargo and Freight Agents

0.0%

2,860

2.5Occupational Health and Safety Technicians

0.0%

2,870

2.2Hazardous Materials Removal Workers

0.0%

3,400

2.8Real Estate Sales Agents

0.0%

3,350

4.1Sewing Machine Operators

0.0%

2,690

1.7Health Education Specialists

0.0%

3,360

3.0Credit Counselors

0.0%

3,190

2.2Carpenters

0.0%

2,790

2.0Plumbers, Pipefitters, and Steamfitters

0.0%

2,950

1.8Atmospheric and Space Scientists

0.0%

3,470

2.3Materials Scientists

0.0%

2,720

0.8Clinical and Counseling Psychologists

0.0%

2,990

2.3Mining and Geological Engineers, Including Mining Safety Engineers

0.0%

460

3.3Interviewers, Except Eligibility and Loan

0.0%

440

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.0%

460

4.1Office Machine Operators, Except Computer

0.0%

550

2.0Electricians

0.0%

630

1.8Aircraft Mechanics and Service Technicians

0.0%

440

2.0Installation, Maintece, and Repair Workers, All Other

0.0%

540

4.0Mechanical Drafters

0.0%

610

3.0Mechanical Engineering Technologists and Technicians

0.0%

570

3.2Surveying and Mapping Technicians

0.0%

390

1.8Biological Scientists, All Other

0.0%

600

1.0Medical Scientists, Except Epidemiologists

0.0%

500

2.5Chemists

0.0%

420

1.8Advertising and Promotions Managers

0.0%

490

1.2Natural Sciences Managers

0.0%

490

2.4Biological Technicians

0.0%

460

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

0.0%

570

2.7Occupational Health and Safety Specialists

0.0%

410

2.0Interpreters and Translators

0.0%

570

1.3Private Detectives and Investigators

0.0%

440

4.6Telemarketers

0.0%

430

3.8Switchboard Operators, Including Answering Service

0.0%

610

3.5Financial Clerks, All Other

0.0%

400

4.1Credit Authorizers, Checkers, and Clerks

0.0%

2,180

3.9Fast Food and Counter Workers

0.0%

1,740

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

0.0%

2,570

1.7Petroleum Engineers

0.0%

2,040

3.8Helpers--Production Workers

0.0%

1,750

2.8Motor Vehicle Operators, All Other

0.0%

1,830

3.8Prepress Technicians and Workers

0.0%

1,950

2.8Water and Wastewater Treatment Plant and System Operators

0.0%

2,080

1.7Social and Human Service Assistants

0.0%

2,240

1.1Community and Social Service Specialists, All Other

0.0%

2,480

4.0Farmworkers and Laborers, Crop, Nursery, and Greenhouse

0.0%

2,670

2.3Operating Engineers and Other Construction Equipment Operators

0.0%

1,750

3.1Food Science Technicians

0.0%

2,230

2.3Hydrologists

0.0%

2,110

3.6Photographic Process Workers and Processing Machine Operators

0.0%

1,740

1.5Personal Care Aides

0.0%

1,900

2.9Eligibility Interviewers, Government Programs

0.0%

370

3.0Mathematical Science Occupations, All Other

0.0%

280

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

0.0%

150

4.0Couriers and Messengers

0.0%

300

3.5Medical Secretaries and Administrative Assistants

0.0%

200

1.5First-Line Supervisors of Construction Trades and Extraction Workers

0.0%

350

3.4Electrical and Electronics Drafters

0.0%

370

2.5Aerospace Engineering and Operations Technologists and Technicians

0.0%

310

2.6Electro-Mechanical and Mechatronics Technologists and Technicians

0.0%

300

3.3Industrial Engineering Technologists and Technicians

0.0%

260

1.5Life Scientists, All Other

0.0%

360

2.0Environmental Scientists and Specialists, Including Health

0.0%

150

1.6Construction Managers

0.0%

160

2.7Property, Real Estate, and Community Association Managers

0.0%

240

2.8Claims Adjusters, Examiners, and Investigators

0.0%

160

2.3Appraisers and Assessors of Real Estate

0.0%

350

3.5Credit Analysts

0.0%

190

3.3Insurance Underwriters

0.0%

240

3.0Financial Examiners

0.0%

260

1.5Social Scientists and Related Workers, All Other

0.0%

150

2.3Chemical Technicians

0.0%

220

1.5Arbitrators, Mediators, and Conciliators

0.0%

200

2.6Librarians and Media Collections Specialists

0.0%

240

1.5Educational Instruction and Library Workers, All Other

0.0%

210

0.5Fine Artists, Including Painters, Sculptors, and Illustrators

0.0%

360

1.5Commercial and Industrial Designers

0.0%

130

2.0Designers, All Other

0.0%

190

1.5First-Line Supervisors of Security Workers

0.0%

280

2.0Animal Caretakers

0.0%

130

2.5First-Line Supervisors of Retail Sales Workers

0.0%

340

2.5Insurance Sales Agents

0.0%

190

3.8Machinists

0.0%

180

3.9Production Workers, All Other

0.0%

350

2.7Recycling Coordinators

0.0%

260

2.3Commercial Pilots

0.0%

170

3.0Heavy and Tractor-Trailer Truck Drivers

0.0%

160

Industrial Truck and Tractor Operators

0.0%

1,070

2.3Radiologic Technologists and Technicians

0.0%

660

2.0Riggers

0.0%

980

3.6Waiters and Waitresses

0.0%

610

3.2Medical Equipment Preparers

0.0%

780

3.4Medical Transcriptionists

0.0%

1,070

2.0Phlebotomists

0.0%

700

1.2Healthcare Support Workers, All Other

0.0%

770

2.8First-Line Supervisors of Food Preparation and Serving Workers

0.0%

810

3.1Bartenders

0.0%

780

3.2First-Line Supervisors of Housekeeping and Janitorial Workers

0.0%

740

1.7Animal Scientists

0.0%

870

3.8Engine and Other Machine Assemblers

0.0%

1,520

0.8Mental Health Counselors

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%

1,170

1.1Physician Assistants

0.0%

610

2.3Helpers--Electricians

0.0%

860

Miscellaneous Construction and Related Workers

0.0%

1,380

3.1Earth Drillers, Except Oil and Gas

0.0%

1,070

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

0.0%

1,300

2.0Mobile Heavy Equipment Mechanics, Except Engines

0.0%

670

3.3Control and Valve Installers and Repairers, Except Mechanical Door

0.0%

550

3.8Mixing and Blending Machine Setters, Operators, and Tenders

0.0%

600

2.6Food Service Managers

0.0%

1,110

1.3Social and Community Service Managers

0.0%

930

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

0.0%

820

2.5Real Estate Brokers

0.0%

980

3.0Driver/Sales Workers

0.0%

690

3.8Shuttle Drivers and Chauffeurs

0.0%

680

3.8Print Binding and Finishing Workers

0.0%

980

0.8Mental Health and Substance Abuse Social Workers

0.0%

920

0.9Community Health Workers

0.0%

840

1.8Self-Enrichment Teachers

0.0%

1,550

3.4Proofreaders and Copy Markers

0.0%

550

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

0.0%

940

2.8Agricultural Inspectors

0.0%

730

3.1Cement Masons and Concrete Finishers

0.0%

700

2.5Painters, Construction and Maintece

0.0%

840

3.7Paperhangers

0.0%

1,250

1.7Conservation Scientists

0.0%

640

2.0Foresters

0.0%

1,180

1.5Epidemiologists

0.0%

1,080

1.7Astronomers

0.0%

800

1.2Historians

0.0%

960

1.5Political Scientists

0.0%

740

1.8Industrial-Organizational Psychologists

0.0%

1,200

1.5Sociologists

0.0%

630

1.3Nuclear Technicians

0.0%

1,260

2.4Forest and Conservation Technicians

0.0%

730

2.1Forensic Science Technicians

0.0%

790

2.3Transportation Inspectors

0.0%

1,000

4.0Cleaners of Vehicles and Equipment

0.0%

1,050

1.1Animal Trainers

0.0%

590

3.7Amusement and Recreation Attendants

0.0%

1,090

2.1Maintece Workers, Machinery

0.0%

610

2.0Precision Instrument and Equipment Repairers, All Other

0.0%

1,120

1.8Fashion Designers

0.0%

650

1.8Set and Exhibit Designers

0.0%

820

1.6News Analysts, Reporters, and Journalists

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%

1,190

3.5Computer Numerically Controlled Tool Operators

0.0%

570

3.5Computer Numerically Controlled Tool Programmers

0.0%

700

2.0Health Technologists and Technicians, All Other

0.0%

620

1.5Healthcare Practitioners and Technical Workers, All Other

0.0%

1,140

3.8Correspondence Clerks

0.0%

560

2.5Archivists

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