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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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

  • Compute payment schedules.

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

  • Authorize or sign mail collection letters.

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • Review and update credit and loan files.

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

  • 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.

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

  • Review billing for accuracy.

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

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

  • Supervise loan personnel.

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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