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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

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

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

  • Review billing for accuracy.

  • Confer with underwriters to resolve mortgage application problems.

  • 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.

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

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

  • Authorize or sign mail collection letters.

  • Compute payment schedules.

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

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

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

  • Review and update credit and loan files.

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

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

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

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

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

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

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

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

  • Supervise loan personnel.

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

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

Technologies & Software

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

Alternative Job Titles