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Automation Risk Analysis

Will “Commercial Loan Collection Officer” 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 Loan Collection Officer” 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 Loan Collection Officer” 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

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

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

  • Supervise loan personnel.

  • Review billing for accuracy.

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

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

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

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

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

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

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

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

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

  • Authorize or sign mail collection letters.

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

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

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

  • Compute payment schedules.

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

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

  • Review and update credit and loan files.

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

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

  • 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.

  • Submit applications to credit analysts for verification and recommendation.

Technologies & Software

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