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Automation Risk Analysis

Will “Loan Review 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%

“Loan Review 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%

“Loan Review 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

  • 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.

  • 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.

  • Contact customers to collect payments on delinquent accounts.

  • 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.

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

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

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

Technologies & Software

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