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Automation Risk Analysis

Will “Loan Servicing Specialist” 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 Servicing Specialist” 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 Servicing Specialist” 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 loan agreements to ensure that they are complete and accurate according to policy.

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

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

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

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

  • Review billing for accuracy.

  • 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.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • Review and update credit and loan files.

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

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

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

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

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

  • Compute payment schedules.

  • Supervise loan personnel.

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

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

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

  • Authorize or sign mail collection letters.

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

Technologies & Software

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