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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

  • Supervise loan personnel.

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

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

  • 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.

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

  • Authorize or sign mail collection letters.

  • 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.

  • Review billing for accuracy.

  • Confer with underwriters to resolve mortgage application problems.

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

  • Review and update credit and loan files.

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

  • 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.

  • 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.

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

  • 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 accounts to determine write-offs for collection agencies.

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

  • Compute payment schedules.

  • 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.

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

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

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

Technologies & Software

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