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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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

  • Review and update credit and loan files.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

  • Review billing for accuracy.

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

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

  • Compute payment schedules.

  • 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.

  • Submit applications to credit analysts for verification and recommendation.

  • 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.

  • Supervise loan personnel.

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

  • Authorize or sign mail collection letters.

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

Technologies & Software

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