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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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

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

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

  • Review and update credit and loan files.

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

  • Supervise loan personnel.

  • Compute payment schedules.

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

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

  • Review billing for accuracy.

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

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

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

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

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

Technologies & Software

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