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Automation Risk Analysis

Will “Eligibility Consultant” 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%

“Eligibility Consultant” 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%

“Eligibility Consultant” 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 billing for accuracy.

  • 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.

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

  • Compute payment schedules.

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

  • Confer with underwriters to resolve mortgage application problems.

  • Submit applications to credit analysts for verification and recommendation.

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

  • Review and update credit and loan files.

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

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

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

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

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

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

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

  • Supervise loan personnel.

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

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

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

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

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

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

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

  • Authorize or sign mail collection letters.

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

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

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

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

Technologies & Software

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