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Automation Risk Analysis

Will “Loan Workout 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%

“Loan Workout 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%

“Loan Workout 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.

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

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

  • Authorize or sign mail collection letters.

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

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

  • Compute payment schedules.

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

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

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

  • Review billing for accuracy.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

  • Supervise loan personnel.

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

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

  • Review and update credit and loan files.

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

  • 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.

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

Technologies & Software

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