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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

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

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

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

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

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

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

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

  • Supervise loan personnel.

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • 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.

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

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

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

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

  • Compute payment schedules.

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

  • Review billing for accuracy.

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

Technologies & Software

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