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Automation Risk Analysis

Will “Financial Aid Counselor” 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%

“Financial Aid Counselor” 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%

“Financial Aid Counselor” 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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

  • Supervise loan personnel.

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

  • Confer with underwriters to resolve mortgage application problems.

  • 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.

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

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

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

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

  • Review and update credit and loan files.

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

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

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

  • Compute payment schedules.

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

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

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

  • Review billing for accuracy.

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

  • 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.

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

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

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

  • Authorize or sign mail collection letters.

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

Technologies & Software

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