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Automation Risk Analysis

Will “Portfolio Manager” 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%

“Portfolio Manager” 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%

“Portfolio Manager” 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

  • Review billing for accuracy.

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

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

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

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

  • Review and update credit and loan files.

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

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

  • Confer with underwriters to resolve mortgage application problems.

  • Authorize or sign mail collection letters.

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

  • Supervise loan personnel.

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

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

  • Compute payment schedules.

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

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

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

Technologies & Software

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