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Automation Risk Analysis

Will “Financial Assistance Specialist” 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 Specialist” 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 Specialist” 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 billing for accuracy.

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

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

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

  • 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.

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

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

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

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

  • Compute payment schedules.

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

  • Authorize or sign mail collection letters.

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Supervise loan personnel.

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

  • 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.

  • Review and update credit and loan files.

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

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

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

Technologies & Software

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