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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

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

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

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

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

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

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

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

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

  • Compute payment schedules.

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

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

  • Supervise loan personnel.

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

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

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

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

  • Review billing for accuracy.

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

  • Review and update credit and loan files.

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

  • 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.

Technologies & Software

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