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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

  • Contact customers to collect payments on delinquent accounts.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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