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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

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

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

  • Review and update credit and loan files.

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

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

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

  • Compute payment schedules.

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

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

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

  • Supervise loan personnel.

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

  • 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.

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

  • Review billing for accuracy.

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

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

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

Technologies & Software

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