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Automation Risk Analysis

Will “Consumer Loan 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 Loan 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 Loan 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.

  • Review billing for accuracy.

  • Review and update credit and loan files.

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

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

  • Submit applications to credit analysts for verification and recommendation.

  • Compute payment schedules.

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

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

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

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

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

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

  • Supervise loan personnel.

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

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

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

Technologies & Software

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