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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

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

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

  • 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.

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

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

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

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

  • Contact customers to collect payments on delinquent accounts.

  • 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.

Technologies & Software

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