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Automation Risk Analysis

Will “Home Lending Officer” 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%

“Home Lending Officer” 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%

“Home Lending Officer” 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

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

  • Review billing for accuracy.

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

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

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

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

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

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

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

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

  • Supervise loan personnel.

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

  • Compute payment schedules.

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

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

  • Review and update credit and loan files.

Technologies & Software

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