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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

  • Authorize or sign mail collection letters.

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

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

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

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

  • Review billing for accuracy.

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

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

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

  • Compute payment schedules.

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

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

  • Review and update credit and loan files.

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

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

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

  • Supervise loan personnel.

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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