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Automation Risk Analysis

Will “Credit 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 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 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.

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

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

  • 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.

  • 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 financial data, such as income growth, quality of management, and market share to determine expected profitability of loans.

  • 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.

Technologies & Software

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