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Automation Risk Analysis

Will “Loan Administrator” 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 Administrator” 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 Administrator” 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.

  • 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.

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Review and update credit and loan files.

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

  • Review billing for accuracy.

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

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

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

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

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

  • Authorize or sign mail collection letters.

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

  • Compute payment schedules.

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

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

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

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

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

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

  • Supervise loan personnel.

Technologies & Software

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