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Automation Risk Analysis

Will “Bank Representative” 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%

“Bank Representative” 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%

“Bank Representative” 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.

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

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

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

  • Review billing for accuracy.

  • 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.

  • Authorize or sign mail collection letters.

  • Confer with underwriters to resolve mortgage application problems.

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

  • Supervise loan personnel.

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

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

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

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

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

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

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

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

  • Compute payment schedules.

  • Review and update credit and loan files.

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

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

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

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

Technologies & Software

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