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Automation Risk Analysis

Will “Financial Aid Technician” 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 Technician” 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 Technician” 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

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

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

  • Supervise loan personnel.

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

  • Compute payment schedules.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Review billing for accuracy.

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

  • Authorize or sign mail collection letters.

  • 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.

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

  • Review and update credit and loan files.

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

Technologies & Software

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