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Automation Risk Analysis

Will “Commercial 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%

“Commercial 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%

“Commercial 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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

  • Review and update credit and loan files.

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

  • 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.

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Compute payment schedules.

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

  • Review billing for accuracy.

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

  • Supervise loan personnel.

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

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

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

  • 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.

Technologies & Software

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