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Automation Risk Analysis

Will “Credit Assistant Manager” 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 Assistant Manager” 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 Assistant Manager” 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

  • 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.

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

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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