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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

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

  • Review billing for accuracy.

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

  • 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.

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

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

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

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

  • Compute payment schedules.

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

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

  • Review and update credit and loan files.

  • Supervise loan personnel.

  • 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.

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

  • Authorize or sign mail collection letters.

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

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

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

Technologies & Software

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

Alternative Job Titles