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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

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

  • 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.

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

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

  • 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.

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

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

  • Compute payment schedules.

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

  • Submit applications to credit analysts for verification and recommendation.

  • Review and update credit and loan files.

  • Authorize or sign mail collection letters.

  • Confer with underwriters to resolve mortgage application problems.

  • Supervise loan personnel.

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

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

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

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

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

  • 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.

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

  • Review billing for accuracy.

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

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

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

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

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

Technologies & Software

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