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Automation Risk Analysis

Will “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%

“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%

“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

  • Compute payment schedules.

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Supervise loan personnel.

  • Review billing for accuracy.

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

  • Authorize or sign mail collection letters.

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

  • Review and update credit and loan files.

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

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

Technologies & Software

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

Alternative Job Titles