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Automation Risk Analysis

Will “Lender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #686 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

59%

“Lender” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“Lender” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Loan Officers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Evaluate, authorize, or recommend approval of commercial, real estate, or credit loans. Advise borrowers on financial status and payment methods. Includes mortgage loan officers and agents, collection analysts, loan servicing officers, loan underwriters, and payday loan officers.

Avg. Annual Salary $86,020
Avg. Hourly Wage $41.35
Available Jobs (US) 290,530
Job Title & Hierarchy Code (SOC) Loan Officers #13-2072
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Loan Officers”

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Core Skills & Abilities

  • Work with clients to identify their financial goals and to find ways of reaching those goals.

  • Inform individuals and groups about the financial assistance available to college or university students.

  • Authorize or sign mail collection letters.

  • Market bank products to individuals and firms, promoting bank services that may meet customers' needs.

  • Match individuals' needs and eligibility with available financial aid programs to provide informed recommendations.

  • Calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.

  • Meet with applicants to obtain information for loan applications and to answer questions about the process.

  • Handle customer complaints and take appropriate action to resolve them.

  • Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial information.

  • Approve loans within specified limits, and refer loan applications outside those limits to management for approval.

  • Compute payment schedules.

  • Review accounts to determine write-offs for collection agencies.

  • Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.

  • Counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.

  • Review loan agreements to ensure that they are complete and accurate according to policy.

  • Supervise loan personnel.

  • Prepare reports to send to customers whose accounts are delinquent, and forward irreconcilable accounts for collector action.

  • Stay abreast of new types of loans and other financial services and products to better meet customers' needs.

  • Analyze potential loan markets and develop referral networks to locate prospects for loans.

  • Confer with underwriters to resolve mortgage application problems.

  • Establish payment priorities according to credit terms and interest rates to reduce clients' overall costs.

  • Assist in selection of financial award candidates using electronic databases to certify loan eligibility.

  • Review and update credit and loan files.

  • Contact borrowers with delinquent accounts to obtain payment in full or to negotiate repayment plans.

  • Contact applicants or creditors to resolve questions about applications or to assist with completion of paperwork.

  • Submit applications to credit analysts for verification and recommendation.

  • Explain to customers the different types of loans and credit options that are available, as well as the terms of those services.

  • Review billing for accuracy.

  • Maintain and review account records, updating and recategorizing them according to status changes.

  • Set credit policies, credit lines, procedures and standards in conjunction with senior managers.

Technologies & Software

  • Napkin AI
  • Meta Business AI
  • Opportunity management system OMS
  • QuikDraw Loan Management System
  • Financial Industry Computer Systems Loan Originator
  • Mistral (Mistral AI)
  • Qwen (Alibaba)
  • Plimus Loan Artist
  • Grok (xAI)
  • Dynamic Loanledger
  • Experian Detect
  • The Mortgage Office Loan Origination
  • The Mortgage Office Loan Servicing
  • Datatel Colleague
  • FAS Loan Service Plus
  • LA PRO Loan Administrator Pro
  • Tax software
  • Experian Transact SM
  • IBM Notes
  • FileMaker Pro
  • Bottom Line LoanMaster Loan Servicing
  • Ellie Mae Genesis
  • Gemini for Workspace
  • Zoom
  • Indus Lending Solutions
  • Moody's KMV Financial Analyst
  • Credit and risk analysis software
  • Microsoft Word
  • Calyx Point
  • Moody's KMV Risk Advisor
  • Microsoft Internet Explorer
  • Web browser software
  • Microsoft Office software
  • Loan application processing software
  • Moody's KMV Decisions
  • CGI-AMS CACS Enterprise
  • Loan origination software
  • Equifax Advanced Decisioning
  • Oracle PeopleSoft
  • Financial aid management system FAM
  • Experian Retention Triggers
  • Dun and Bradstreet Global DecisionMaker
  • Click1003 Online Mortgage Application
  • IA Systems StreamLend
  • Harland Interlinq MortgageWare
  • Experian Quest
  • Microsoft Excel
  • Moody's KMV CreditEdge
  • RealBenefits Amortization Loan
  • Ellie Mae Contour
  • CGI-AMS BureauLink Enterprise
  • Microsoft Access
  • Customer information control system CICS
  • Perplexity AI
  • Technicost LOS
  • Financial Industry Computer Systems Loan Producer
  • EDExpress
  • DataRobot
  • Experian Strategy Management
  • California Infinite LPS
  • Sungard Higher Education PowerFAIDS
  • Llama (Meta)
  • DeepSeek
  • Fair Isaac Falcon ID
  • Equifax Application Engine
  • EMT Applications CounselorMax
  • eCredit Enterprise
  • ELM Resources ELM
  • ChatGPT (OpenAI)
  • Microsoft Dynamics
  • Fannie Mae Desktop Underwriter
  • Moody's KMV Risk Analyst
  • eOriginal eCore Business Suite
  • VueCentric MortgageDashboard
  • Wolters Kluwer Financial Services ComplianceOne
  • Harland Financial Solutions DecisionPro
  • Microsoft PowerPoint
  • Experian FraudShield
  • Bankers Systems Rembrandt Lending System
  • Delphi Discovery
  • Kimi (Moonshot AI)
  • Student information systems SIS software
  • 1003 Uniform Residential Loan Application
  • Equifax InterConnect
  • Common business oriented language COBOL
  • Alteryx AI
  • Tableau AI
  • Nova (Amazon)
  • Gemini (Google)
  • SAP software
  • Integra Destiny Loan Origination
  • CGI-AMS Strata
  • LexisNexis
  • Amortization loan software
  • White Clarke North America Credit Adjudication and Lending Management
  • Freddie Mac Loan Prospector
  • Credit fraud detection software
  • Microsoft Copilot
  • Fair Isaac Capstone Decision Manager
  • Credit underwriting software
  • Experian Credinomics
  • Planful AI
  • Microsoft Outlook
  • Financial Industry Computer Systems Loan Accountant
  • Fair Isaac Application Risk Model Software
  • Claude (Anthropic)
  • SunGard Higher Education Banner Financial Aid
  • Tablet computers
  • Autodialers
  • Desktop computers
  • Scanners
  • Personal digital assistants PDA
  • 10-key calculators
  • Notebook computers
  • Personal computers

Alternative Job Titles