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Automation Risk Analysis

Will “Credit 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 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 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

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

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

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

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

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

  • 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.

  • Prepare reports that include 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.

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

  • Contact customers to collect payments on delinquent accounts.

Technologies & Software

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