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Automation Risk Analysis

Will “Credit Officer” 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 Officer” 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 Officer” 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 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.

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

  • 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.

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

  • Contact customers to collect payments on delinquent accounts.

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

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

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

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

Technologies & Software

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