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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

  • 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.

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

  • Contact customers to collect payments on delinquent accounts.

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

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

  • 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.

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

Technologies & Software

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