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Automation Risk Analysis

Will “Financial Aid Advisor” 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 Advisor” 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 Advisor” 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

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

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

  • Compute payment schedules.

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Review and update credit and loan files.

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • 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.

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

  • Supervise loan personnel.

  • Authorize or sign mail collection letters.

  • Review billing for accuracy.

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

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

Technologies & Software

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