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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

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

  • Review billing for accuracy.

  • Supervise loan personnel.

  • 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.

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

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

  • Confer with underwriters to resolve mortgage application problems.

  • Authorize or sign mail collection letters.

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

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

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

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

  • Compute payment schedules.

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

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

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

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

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

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

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

  • Review and update credit and loan files.

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

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

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

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

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

  • 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.

Technologies & Software

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