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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

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

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

  • Confer with underwriters to resolve mortgage application problems.

  • Authorize or sign mail collection letters.

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

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

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

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

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

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

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

  • 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.

  • Supervise loan personnel.

  • Review and update credit and loan files.

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

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

  • 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.

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

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

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

  • Compute payment schedules.

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

Technologies & Software

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