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Automation Risk Analysis

Will “Loan Service 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 Service 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 Service 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

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

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

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

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

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

  • Supervise loan personnel.

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • Review billing for accuracy.

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

  • Review and update credit and loan files.

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

  • Compute payment schedules.

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

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

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

  • 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.

  • Authorize or sign mail collection letters.

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

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

  • Confer with underwriters to resolve mortgage application problems.

  • 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.

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

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

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

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

Technologies & Software

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