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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

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

  • 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.

  • Analyze credit data and financial statements to determine 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.

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

  • 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.

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

Technologies & Software

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