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Automation Risk Analysis

Will “Mortgage Servicer” 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%

“Mortgage Servicer” 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%

“Mortgage Servicer” 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.

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

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

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

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

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

  • Review and update credit and loan files.

  • Authorize or sign mail collection letters.

  • 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.

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

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

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

  • Review billing for accuracy.

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

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

  • Compute payment schedules.

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

  • Supervise loan personnel.

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

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

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

Technologies & Software

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