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Automation Risk Analysis

Will “Financial Aid 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%

“Financial Aid 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%

“Financial Aid 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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

  • Review and update credit and loan files.

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

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

  • Authorize or sign mail collection letters.

  • Compute payment schedules.

  • Supervise loan personnel.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Review billing for accuracy.

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

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

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

Technologies & Software

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