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Automation Risk Analysis

Will “Personal Banking Officer” 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 Banking Officer” 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 Banking Officer” 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

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

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

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

  • Confer with underwriters to resolve mortgage application problems.

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

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

  • Supervise loan personnel.

  • 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.

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

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

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

  • Review and update credit and loan files.

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

  • Authorize or sign mail collection letters.

  • 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.

  • Compute payment schedules.

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • Review billing for accuracy.

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

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

  • 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.

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

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

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

Technologies & Software

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