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Automation Risk Analysis

Will “Personal 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%

“Personal 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%

“Personal 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

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

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

  • Review billing for accuracy.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Supervise loan personnel.

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

  • Compute payment schedules.

  • Review and update credit and loan files.

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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Submit applications to credit analysts for verification and recommendation.

  • Authorize or sign mail collection letters.

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

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

Technologies & Software

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