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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

  • Analyze credit data and financial statements to determine 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.

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

  • Contact customers to collect payments on delinquent accounts.

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

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

  • 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.

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

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

Technologies & Software

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