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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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Review and update credit and loan files.

  • Authorize or sign mail collection letters.

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

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

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

  • Review billing for accuracy.

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

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

  • 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.

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

  • 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.

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

  • Compute payment schedules.

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

  • Supervise loan personnel.

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

Technologies & Software

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