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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

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

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

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

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

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

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

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

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

  • Authorize or sign mail collection letters.

  • Submit applications to credit analysts for verification and recommendation.

  • 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.

  • 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.

  • Review billing for accuracy.

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

  • Supervise loan personnel.

  • 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.

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

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

  • Review and update credit and loan files.

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

  • Confer with underwriters to resolve mortgage application problems.

  • Compute payment schedules.

  • 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.

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

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

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

Technologies & Software

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