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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

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

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

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

  • 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.

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

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

  • 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.

  • 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

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