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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

  • 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.

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

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

  • 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.

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

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

  • Contact customers to collect payments on delinquent accounts.

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

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

Technologies & Software

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