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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

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

  • Contact customers to collect payments on delinquent accounts.

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

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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