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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

  • Supervise loan personnel.

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

  • 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.

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

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

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

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

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

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

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

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

  • Review and update credit and loan files.

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

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • 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.

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

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

  • Review billing for accuracy.

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

  • Compute payment schedules.

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

Technologies & Software

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