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Automation Risk Analysis

Will “Consumer Lending Specialist” 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%

“Consumer Lending Specialist” 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%

“Consumer Lending Specialist” 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

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

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

  • Authorize or sign mail collection letters.

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

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

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

  • 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.

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

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

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

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

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

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

  • Supervise loan personnel.

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

  • 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.

  • Review and update credit and loan files.

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

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

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

  • Review billing for accuracy.

  • 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.

Technologies & Software

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