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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

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

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

  • Review billing for accuracy.

  • Submit applications to credit analysts for verification and recommendation.

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

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

  • 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.

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

  • Supervise loan personnel.

  • 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.

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

  • Authorize or sign mail collection letters.

  • Compute payment schedules.

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

  • 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.

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

  • Review and update credit and loan files.

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

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

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

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

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

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

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

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

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

Technologies & Software

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