Ainxiety | Real Estate Credit

Real Estate Credit

# 1350 overall · better than 12.1% of other industries

3.1/5Moderate Risk
AInxiety Score™

2/5

Regulatory Compliance

2/5

Workforce Flexibility

3/5

Complexity

3/5

Capex Requirements

3/5

Adaptability

4/5

Data Intensity

The real estate credit industry shows a blend of moderate complexity and regulatory barriers which partially inhibit AI adoption. However, its high data intensity and growing trend towards digital transformation indicate significant AI potential, especially in data analysis and process automation. Workforce specialization and regulatory compliance do present some challenges but are not insurmountable.

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Real Estate Credit

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 Nondepository Credit Intermediation

17.7%

97,560

3.2Loan Officers

11.6%

63,720

3.5Loan Interviewers and Clerks

7.1%

39,010

3.3Customer Service Representatives

5.2%

28,710

1.5General and Operations Managers

4.6%

25,250

2.7Securities, Commodities, and Financial Services Sales Agents

4.4%

24,160

2.2Financial Managers

3.6%

20,120

2.6First-Line Supervisors of Office and Administrative Support Workers

3.5%

19,140

3.8Bill and Account Collectors

2.1%

11,810

3.3Retail Salespersons

2.1%

11,710

2.3Software Developers

1.9%

10,370

3.2Accountants and Auditors

1.8%

10,000

3.8Bookkeeping, Accounting, and Auditing Clerks

1.8%

9,780

3.5Credit Analysts

1.7%

9,130

2.0Management Analysts

1.6%

9,090

4.2Office Clerks, General

1.6%

8,540

2.8Sales and Related Workers, All Other

1.5%

8,340

2.4Financial and Investment Analysts

1.3%

7,120

3.1Market Research Analysts and Marketing Specialists

1.2%

6,640

1.5Sales Managers

0.9%

5,230

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

0.9%

4,940

2.7Compliance Officers

0.8%

4,600

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

0.8%

4,650

2.0Computer and Information Systems Managers

0.8%

4,390

2.1Financial Risk Specialists

0.8%

4,390

2.5First-Line Supervisors of Retail Sales Workers

0.8%

4,200

2.8Business Operations Specialists, All Other

0.7%

45,970

1.3Registered Nurses

0.7%

3,920

2.1Financial Specialists, All Other

0.7%

3,850

1.5Managers, All Other

0.7%

3,580

2.5Human Resources Specialists

0.6%

3,480

0.6%

3,460

2.8Data Scientists

0.6%

3,160

2.5Computer Systems Analysts

0.5%

2,970

3.3Executive Secretaries and Executive Administrative Assistants

0.5%

2,940

1.7Training and Development Specialists

0.5%

2,770

2.2Project Management Specialists

0.5%

2,760

3.3Computer User Support Specialists

0.5%

2,600

3.0Financial Examiners

0.5%

2,610

0.5%

2,470

2.5Marketing Managers

0.4%

2,280

4.1Credit Authorizers, Checkers, and Clerks

0.4%

2,080

3.2Operations Research Analysts

0.4%

2,120

2.5First-Line Supervisors of Non-Retail Sales Workers

0.3%

1,880

3.5Financial Clerks, All Other

0.3%

1,890

2.3Computer Occupations, All Other

0.3%

1,810

2.3Appraisers and Assessors of Real Estate

0.3%

1,820

3.0Credit Counselors

0.3%

1,810

0.3%

1,770

1.9Personal Financial Advisors

0.3%

1,750

3.1Network and Computer Systems Administrators

0.3%

1,660

2.8Administrative Services Managers

0.3%

1,620

1.5Information Security Analysts

0.3%

1,570

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

0.3%

1,530

3.5Software Quality Assurance Analysts and Testers

0.3%

1,470

3.2Receptionists and Information Clerks

0.2%

1,240

3.8Billing and Posting Clerks

0.2%

1,210

1.5Human Resources Managers

0.2%

1,130

4.2Insurance Claims and Policy Processing Clerks

0.2%

810

2.5Insurance Sales Agents

0.2%

1,110

0.5Chief Executives

0.2%

1,080

1.8Public Relations Specialists

0.2%

970

0.2%

930

2.8Computer Network Architects

0.2%

10,820

1.5Medical and Health Services Managers

0.2%

890

2.1Buyers and Purchasing Agents, Farm Products

0.1%

850

3.3Insurance Underwriters

0.1%

850

3.2Paralegals and Legal Assistants

0.1%

750

3.8Brokerage Clerks

0.1%

800

3.7Office and Administrative Support Workers, All Other

0.1%

750

2.8Computer Network Support Specialists

0.1%

740

3.0Database Administrators

0.1%

8,300

3.2Insurance Appraisers, Auto Damage

0.1%

660

2.8Maintece and Repair Workers, General

0.1%

570

4.5Information and Record Clerks, All Other

0.1%

550

4.8Data Entry Keyers

0.1%

510

4.0Title Examiners, Abstractors, and Searchers

0.1%

490

2.5Graphic Designers

0.1%

440

2.5Database Architects

0.1%

5,310

0.6Healthcare Social Workers

0.1%

370

3.8Payroll and Timekeeping Clerks

0.1%

400

3.0Compensation, Benefits, and Job Analysis Specialists

0.1%

4,230

0.1%

4,260

3.7Medical Records Specialists

0.1%

350

3.0Human Resources Assistants, Except Payroll and Timekeeping

0.1%

330

3.7Mail Clerks and Mail Machine Operators, Except Postal Service

0.1%

340

2.8Web and Digital Interface Designers

0.1%

340

3.7Counter and Rental Clerks

0.1%

270

2.8Real Estate Sales Agents

0.1%

260

4.6Telemarketers

0.1%

260

3.8New Accounts Clerks

0.1%

260

3.2Production, Planning, and Expediting Clerks

0.1%

280

1.8Training and Development Managers

0.1%

250

2.8Claims Adjusters, Examiners, and Investigators

0.1%

270

3.8Computer Programmers

0.1%

260

3.5Web Developers

0.1%

2,910

3.0Pharmacy Technicians

0.0%

230

2.5Real Estate Brokers

0.0%

240

4.3Shipping, Receiving, and Inventory Clerks

0.0%

220

2.8Automotive Service Technicians and Mechanics

0.0%

220

0.0%

210

3.1Legal Support Workers, All Other

0.0%

200

1.3Private Detectives and Investigators

0.0%

220

3.8Janitors and Cleaners, Except Maids and Housekeeping Cleaners

0.0%

950

2.5Computer, Automated Teller, and Office Machine Repairers

0.0%

2,360

1.7Health Education Specialists

0.0%

2,580

1.7Social and Human Service Assistants

0.0%

2,300

0.9Community Health Workers

0.0%

150

4.0Order Clerks

0.0%

160

4.0Couriers and Messengers

0.0%

160

3.2Legal Secretaries and Administrative Assistants

0.0%

190

2.1Public Relations Managers

0.0%

190

3.0Facilities Managers

0.0%

170

2.7Property, Real Estate, and Community Association Managers

0.0%

190

2.6Technical Writers

0.0%

680

3.8Switchboard Operators, Including Answering Service

0.0%

1,740

3.3Interviewers, Except Eligibility and Loan

0.0%

130

4.1Office Machine Operators, Except Computer

0.0%

90

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

0.0%

130

2.2Jewelers and Precious Stone and Metal Workers

0.0%

80

2.3Commercial Pilots

0.0%

90

4.0Cleaners of Vehicles and Equipment

0.0%

130

3.2Purchasing Managers

0.0%

100

2.2Compensation and Benefits Managers

0.0%

130

3.0Logisticians

0.0%

110

3.7Statisticians

0.0%

120

0.0%

540

4.0Travel Agents

0.0%

1,110

3.7Dispatchers, Except Police, Fire, and Ambulance

0.0%

1,540

2.7Occupational Health and Safety Specialists

0.0%

1,060

0.8Mental Health Counselors

0.0%

1,360

1.2Nurse Practitioners

0.0%

1,130

0.5Physicians, All Other

0.0%

1,130

1.5Personal Care Aides

0.0%

30

2.2Sales Engineers

0.0%

30

3.5Procurement Clerks

0.0%

80

3.8Correspondence Clerks

0.0%

70

3.9Inspectors, Testers, Sorters, Samplers, and Weighers

0.0%

30

3.2Light Truck Drivers

0.0%

40

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

0.0%

50

3.9Stockers and Order Fillers

0.0%

60

2.8Transportation, Storage, and Distribution Managers

0.0%

60

1.8Labor Relations Specialists

0.0%

70

2.1Meeting, Convention, and Event Planners

0.0%

30

3.8Tax Preparers

0.0%

30

3.0Mathematical Science Occupations, All Other

0.0%

40

1.2Architects, Except Landscape and Naval

0.0%

30

2.0Civil Engineers

0.0%

40

2.2Instructional Coordinators

0.0%

30

1.5Producers and Directors

0.0%

60

1.4Writers and Authors

0.0%

40

3.0Budget Analysts

0.0%

180

0.0%

170

1.5First-Line Supervisors of Security Workers

0.0%

160

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

0.0%

210

1.0Protective Service Workers, All Other

0.0%

170

1.8Advertising and Promotions Managers

0.0%

180

1.6Architectural and Engineering Managers

0.0%

200

2.5Heating, Air Conditioning, and Refrigeration Mechanics and Installers

0.0%

160

4.1Printing Press Operators

0.0%

580

2.9Eligibility Interviewers, Government Programs

0.0%

700

4.8Word Processors and Typists

0.0%

750

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

0.0%

450

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

0.0%

360

0.8Rehabilitation Counselors

0.0%

390

1.5Arbitrators, Mediators, and Conciliators

0.0%

500

1.2Natural Sciences Managers

0.0%

360

1.3Social and Community Service Managers

0.0%

610

4.2Cost Estimators

0.0%

870

2.1Licensed Practical and Licensed Vocational Nurses

0.0%

800

2.0Health Technologists and Technicians, All Other

0.0%

550

3.5Health Information Technologists and Medical Registrars

0.0%

430

2.8Medical Assistants

0.0%

310

3.5Pharmacy Aides

0.0%

370

1.2Healthcare Support Workers, All Other

0.0%

690

3.5Farmworkers, Farm, Ranch, and Aquacultural Animals

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