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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

  • Review and update credit and loan files.

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • Supervise loan personnel.

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

  • 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.

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

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

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

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

  • Review billing for accuracy.

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

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

  • 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.

  • Compute payment schedules.

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

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

Technologies & Software

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