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Automation Risk Analysis

Will “Business Banker” 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%

“Business Banker” 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%

“Business Banker” 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 potential loan markets and develop referral networks to locate prospects for loans.

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

  • Review and update credit and loan files.

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

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

  • Review billing for accuracy.

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

  • Compute payment schedules.

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

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

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

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

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

  • Supervise loan personnel.

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

  • 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.

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

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

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Authorize or sign mail collection letters.

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

Technologies & Software

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

Alternative Job Titles