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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

  • 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.

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

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

  • Contact customers to collect payments on delinquent accounts.

  • 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.

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

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

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

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

Technologies & Software

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