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Automation Risk Analysis

Will “Loan Analyst” 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 Analyst” 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 Analyst” 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

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

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

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

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

  • Compute payment schedules.

  • 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.

  • 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.

  • Authorize or sign mail collection letters.

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

  • Review billing for accuracy.

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • Review and update credit and loan files.

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

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

  • Supervise loan personnel.

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

Technologies & Software

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

Alternative Job Titles