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Automation Risk Analysis

Will “Credit Administrator” 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 Administrator” 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 Administrator” 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.

  • 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.

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

  • 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.

  • 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.

  • 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

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