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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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

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

  • Review and update credit and loan files.

  • Confer with underwriters to resolve mortgage application problems.

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

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

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

  • Compute payment schedules.

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

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

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

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

  • Authorize or sign mail collection letters.

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

  • Review billing for accuracy.

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

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

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

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

  • Supervise loan personnel.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles