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Automation Risk Analysis

Will “Credit Portfolio Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #677 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

59%

“Credit 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

24%

“Credit 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 24% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Credit Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze credit data and financial statements of individuals or firms to determine the degree of risk involved in extending credit or lending money. Prepare reports with credit information for use in decisionmaking.

Avg. Annual Salary $98,040
Avg. Hourly Wage $47.14
Available Jobs (US) 67,370
Job Title & Hierarchy Code (SOC) Credit Analysts #13-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Credit Analysts”

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Core Skills & Abilities

  • Analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.

  • Confer with credit association and other business representatives to exchange credit information.

  • Consult with customers to resolve complaints and verify financial and credit transactions.

  • Prepare reports that include the degree of risk involved in extending credit or lending money.

  • Review individual or commercial customer files to identify and select delinquent accounts for collection.

  • Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.

  • Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.

  • Contact customers to collect payments on delinquent accounts.

  • Evaluate customer records and recommend payment plans, based on earnings, savings data, payment history, and purchase activity.

  • Generate financial ratios, using computer programs, to evaluate customers' financial status.

  • Analyze financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.

Technologies & Software

  • Planful AI
  • Moody's KMV Risk Advisor
  • Kimi (Moonshot AI)
  • Grok (xAI)
  • Fair Isaac Falcon ID
  • Gemini (Google)
  • Claude (Anthropic)
  • Microsoft Office software
  • Microsoft Visual Basic for Applications VBA
  • CGI-AMS Strata
  • Meta Business AI
  • Qwen (Alibaba)
  • Tableau AI
  • Microsoft SQL Server
  • Microsoft Excel
  • Experian Retention Triggers
  • Experian Quest
  • Moody's KMV CreditEdge
  • Fair Isaac Application Risk Model Software
  • ChatGPT (OpenAI)
  • DataRobot
  • Experian Credinomics
  • Experian Strategy Management
  • Oracle JD Edwards EnterpriseOne
  • SAP software
  • CGI-AMS CACS Enterprise
  • Experian FraudShield
  • SAS
  • Gemini for Workspace
  • Fair Isaac Capstone Decision Manager
  • Equifax Application Engine
  • Structured query language SQL
  • Experian Detect
  • DeepSeek
  • Microsoft Visual Basic
  • Python
  • Mistral (Mistral AI)
  • Nova (Amazon)
  • Alteryx AI
  • Credit and risk analysis software
  • CGI-AMS BureauLink Enterprise
  • Microsoft Word
  • Equifax InterConnect
  • Napkin AI
  • Experian Transact SM
  • Microsoft PowerPoint
  • Microsoft Copilot
  • Moody's KMV Risk Analyst
  • Credit adjudication and lending management system CALMS
  • Microsoft Outlook
  • Dun and Bradstreet Global DecisionMaker
  • Moody's KMV Financial Analyst
  • Equifax Advanced Decisioning
  • Moody's KMV Decisions
  • Oracle Business Intelligence Enterprise Edition
  • Perplexity AI
  • eCredit Enterprise
  • Microsoft Dynamics
  • Llama (Meta)
  • Credit fraud detection software
  • Personal computers
  • Desktop computers
  • Notebook computers
  • Scanners
  • 10-key calculators