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Automation Risk Analysis

Will “Agricultural Loan 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%

“Agricultural Loan 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%

“Agricultural Loan 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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • Review and update credit and loan files.

  • 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.

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

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

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

  • 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.

  • 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.

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

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

  • Supervise loan personnel.

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

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

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

  • Compute payment schedules.

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Authorize or sign mail collection letters.

  • Review billing for accuracy.

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

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

  • 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.

Technologies & Software

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