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Automation Risk Analysis

Will “Credit Representative” 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 Representative” 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 Representative” 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.

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

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

  • 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.

  • 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.

  • Contact customers to collect payments on delinquent accounts.

  • 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.

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

Technologies & Software

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