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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

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

  • Authorize or sign mail collection letters.

  • Compute payment schedules.

  • Review and update credit and loan files.

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

  • Supervise loan personnel.

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

  • 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.

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

  • Review billing for accuracy.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

Technologies & Software

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