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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

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

  • 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.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

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

  • Authorize or sign mail collection letters.

  • 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.

  • Review and update credit and loan files.

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

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

  • Review billing for accuracy.

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

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

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

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

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

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

  • Supervise loan personnel.

  • Compute payment schedules.

Technologies & Software

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