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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

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

  • Supervise loan personnel.

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

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

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

  • Review and update credit and loan files.

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • 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.

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

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

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

  • Compute payment schedules.

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

  • Authorize or sign mail collection letters.

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

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

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

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

  • Review billing for accuracy.

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

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

Technologies & Software

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