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Automation Risk Analysis

Will “Commercial Lender” 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 Lender” 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 Lender” 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

  • Review and update credit and loan files.

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

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

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

  • Supervise loan personnel.

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Authorize or sign mail collection letters.

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

  • 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.

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

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

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

  • Compute payment schedules.

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

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

  • 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.

  • Review billing for accuracy.

  • 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.

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

Technologies & Software

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