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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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

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

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

  • Authorize or sign mail collection letters.

  • Review billing for accuracy.

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

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

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

  • Review and update credit and loan files.

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

  • Supervise loan personnel.

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

  • 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.

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

  • 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.

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

  • Compute payment schedules.

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

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

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

Technologies & Software

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