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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

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

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

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

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

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

  • 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.

  • Contact customers to collect payments on delinquent accounts.

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

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

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

Technologies & Software

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