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Automation Risk Analysis

Will “Credit Negotiator” 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 Negotiator” 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 Negotiator” 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.

  • Consult with customers to resolve complaints and verify financial and credit transactions.

  • 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.

  • 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.

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

  • 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.

  • Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establishments in the same industries and geographic locations.

Technologies & Software

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