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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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • 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.

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

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

  • Compute payment schedules.

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

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

  • Review billing for accuracy.

  • Authorize or sign mail collection letters.

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

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

  • 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.

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

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

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

  • Review and update credit and loan files.

  • 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.

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

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

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

  • Supervise loan personnel.

Technologies & Software

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