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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

  • 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.

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • 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.

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

  • 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.

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

  • Review and update credit and loan files.

  • Authorize or sign mail collection letters.

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • 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.

  • 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.

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

  • 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.

  • Compute payment schedules.

  • 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.

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

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

Technologies & Software

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