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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

  • 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.

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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