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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

  • 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.

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

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

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

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

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

  • Prepare reports that include 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.

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

Technologies & Software

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