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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

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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