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Automation Risk Analysis

Will “Commercial 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%

“Commercial 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%

“Commercial 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

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

  • Analyze credit data and financial statements to determine 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.

  • 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.

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

  • Contact customers to collect payments on delinquent accounts.

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

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

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

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

Technologies & Software

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