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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

  • Supervise loan personnel.

  • 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.

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

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

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

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

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

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

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

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

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

  • Compute payment schedules.

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

  • Review billing for accuracy.

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

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

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

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

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

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

  • Submit applications to credit analysts for verification and recommendation.

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

  • Review and update credit and loan files.

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

  • Confer with underwriters to resolve mortgage application problems.

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

  • Authorize or sign mail collection letters.

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

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

Technologies & Software

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