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Automation Risk Analysis

Will “Municipal Fixed Income Analyst” 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%

“Municipal Fixed Income Analyst” 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%

“Municipal Fixed Income Analyst” 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

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

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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