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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

  • Review and update credit and loan files.

  • Confer with underwriters to resolve mortgage application problems.

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

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

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

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

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

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

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

  • Authorize or sign mail collection letters.

  • Supervise loan personnel.

  • Compute payment schedules.

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

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

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

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

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

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

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

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

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

  • Review billing for accuracy.

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

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

Technologies & Software

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

Alternative Job Titles