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Automation Risk Analysis

Will “Credit Risk Specialist” 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 Specialist” 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 Specialist” 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

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

  • Prepare reports that include the degree of risk involved in extending credit or lending money.

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

  • Contact customers to collect payments on delinquent accounts.

  • 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.

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

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

  • 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.

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

Technologies & Software

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