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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

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

  • Review billing for accuracy.

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

  • Compute payment schedules.

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

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

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

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

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

  • Supervise loan personnel.

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

  • Authorize or sign mail collection letters.

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

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

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

  • 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.

  • Review and update credit and loan files.

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

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

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

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

Technologies & Software

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