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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

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

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

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

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

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

  • Authorize or sign mail collection letters.

  • Review billing for accuracy.

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

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

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

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

  • Compute payment schedules.

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

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

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

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

  • 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.

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

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

  • Supervise loan personnel.

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • Review and update credit and loan files.

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

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

Technologies & Software

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