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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

  • Authorize or sign mail collection letters.

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

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

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

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

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

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

  • Review billing for accuracy.

  • 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.

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

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

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

  • Supervise loan personnel.

  • 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.

  • 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.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

  • Review and update credit and loan files.

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

  • Compute payment schedules.

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

Technologies & Software

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