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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

  • Review billing for accuracy.

  • Compute payment schedules.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Review and update credit and loan files.

  • Submit applications to credit analysts for verification and recommendation.

  • 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.

  • 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.

  • Confer with underwriters to resolve mortgage application problems.

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

  • 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.

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

  • Supervise loan personnel.

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

  • Authorize or sign mail collection letters.

Technologies & Software

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