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Automation Risk Analysis

Will “Home Lending Advisor” 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 Advisor” 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 Advisor” 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

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

  • 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.

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Review and update credit and loan files.

  • 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.

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

  • 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.

  • Submit applications to credit analysts for verification and recommendation.

  • Supervise loan personnel.

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

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

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

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

  • Authorize or sign mail collection letters.

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

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

  • Review billing for accuracy.

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

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

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

  • Compute payment schedules.

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

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

Technologies & Software

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