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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

  • Review and update credit and loan files.

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

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

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

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

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

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

  • Supervise loan personnel.

  • Review billing for accuracy.

  • Submit applications to credit analysts for verification and recommendation.

  • 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.

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

  • 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.

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

  • Compute payment schedules.

  • Confer with underwriters to resolve mortgage application problems.

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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