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Automation Risk Analysis

Will “Financial Counselor” 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 Counselor” 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 Counselor” 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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • Review billing for accuracy.

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

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

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

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

  • Compute payment schedules.

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

  • Supervise loan personnel.

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

  • Submit applications to credit analysts for verification and recommendation.

  • Authorize or sign mail collection letters.

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

  • Confer with underwriters to resolve mortgage application problems.

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

Technologies & Software

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