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Automation Risk Analysis

Will “Farm Mortgage Agent” 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%

“Farm Mortgage Agent” 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%

“Farm Mortgage Agent” 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.

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

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

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

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

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

  • 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.

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

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

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

  • Authorize or sign mail collection letters.

  • Supervise loan personnel.

  • Review billing for accuracy.

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

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

  • 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.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

  • Review and update credit and loan files.

  • Compute payment schedules.

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

Technologies & Software

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