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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

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

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

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

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

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

  • Review and update credit and loan files.

  • Confer with underwriters to resolve mortgage application problems.

  • Compute payment schedules.

  • Supervise loan personnel.

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

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

  • Review billing for accuracy.

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

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

  • Authorize or sign mail collection letters.

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

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

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

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

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

  • 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.

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • 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.

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

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

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

Technologies & Software

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