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Automation Risk Analysis

Will “Loan Approver” 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%

“Loan Approver” 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%

“Loan Approver” 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

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

  • Supervise loan personnel.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Compute payment schedules.

  • Review and update credit and loan files.

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • 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.

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

  • Authorize or sign mail collection letters.

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

  • Confer with underwriters to resolve mortgage application problems.

  • Review billing for accuracy.

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

Technologies & Software

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

Alternative Job Titles