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Automation Risk Analysis

Will “Financial Aid Officer” 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 Officer” 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 Officer” 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

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

  • 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.

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • Review billing for accuracy.

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

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

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

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

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

  • Supervise loan personnel.

  • Compute payment schedules.

  • 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.

  • Authorize or sign mail collection letters.

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

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

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

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

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

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

  • Review and update credit and loan files.

  • 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.

  • Submit applications to credit analysts for verification and recommendation.

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

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

Technologies & Software

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