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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

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

  • 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.

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

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

  • 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.

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

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

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

  • Supervise loan personnel.

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

  • Compute payment schedules.

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

  • Confer with underwriters to resolve mortgage application problems.

  • Review and update credit and loan files.

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

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

  • Authorize or sign mail collection letters.

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

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

  • Review billing for accuracy.

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

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

  • 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.

Technologies & Software

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