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Automation Risk Analysis

Will “Credit Risk 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 Risk 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 Risk 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.

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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