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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

  • 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.

  • Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.

  • Contact customers to collect payments on delinquent accounts.

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

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

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

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

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

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

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

Technologies & Software

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