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Automation Risk Analysis

Will “Peer 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%

“Peer 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%

“Peer 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

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

  • 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.

  • 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.

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

  • Review and update credit and loan files.

  • Authorize or sign mail collection letters.

  • Compute payment schedules.

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

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

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

  • Review billing for accuracy.

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

  • Explain to customers the different types of loans and credit options that are available, as well as the terms of those services.

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

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

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

  • Supervise loan personnel.

Technologies & Software

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