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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

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

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

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

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

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

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

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

  • Authorize or sign mail collection letters.

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

  • Supervise loan personnel.

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

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

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

  • Compute payment schedules.

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

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

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

  • Review and update credit and loan files.

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

  • Confer with underwriters to resolve mortgage application problems.

  • Review billing for accuracy.

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

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

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

Technologies & Software

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