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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

  • 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.

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

  • Contact customers to collect payments on delinquent accounts.

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

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

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

  • Evaluate customer records and recommend payment plans, based on earnings, savings data, payment history, and purchase activity.

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

  • 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.

Technologies & Software

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