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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

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

  • Review and update credit and loan files.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

  • Compute payment schedules.

  • Authorize or sign mail collection letters.

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

  • Supervise loan personnel.

  • 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.

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

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

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

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

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

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

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

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

  • Review billing for accuracy.

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

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

Technologies & Software

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