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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

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

  • 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.

  • 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.

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

  • Contact customers to collect payments on delinquent accounts.

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

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

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

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

Technologies & Software

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