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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

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

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

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

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

  • 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.

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

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

Technologies & Software

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