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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

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

  • Review and update credit and loan files.

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

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

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

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

  • 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.

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

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

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

  • Review billing for accuracy.

  • 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.

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

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

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

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

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

  • Authorize or sign mail collection letters.

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

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

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

  • Compute payment schedules.

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

  • Confer with underwriters to resolve mortgage application problems.

  • 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.

  • Submit applications to credit analysts for verification and recommendation.

  • Supervise loan personnel.

Technologies & Software

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