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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

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

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

  • Authorize or sign mail collection letters.

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

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

  • 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.

  • 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.

  • 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.

  • Review billing for accuracy.

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

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

  • Supervise loan personnel.

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

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

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

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

  • Review and update credit and loan files.

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

  • Confer with underwriters to resolve mortgage application problems.

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

  • Compute payment schedules.

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

Technologies & Software

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