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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 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.

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

  • Confer with credit association and other business representatives to exchange credit information.

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

  • 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.

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

  • Review individual or commercial customer files to identify and select delinquent accounts for collection.

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

Technologies & Software

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