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Automation Risk Analysis

Will “Credit Analyst” 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 Analyst” 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 Analyst” 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.

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

  • 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.

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

  • Contact customers to collect payments on delinquent accounts.

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

  • 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.

  • 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.

Technologies & Software

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