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Automation Risk Analysis

Will “Financial Assistance 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 Assistance 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 Assistance 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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • Review billing for accuracy.

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

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

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

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

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

  • 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.

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

  • Compute payment schedules.

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

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

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

  • Supervise loan personnel.

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

  • Review and update credit and loan files.

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

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

  • Authorize or sign mail collection letters.

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

Technologies & Software

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