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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

  • 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.

  • Contact customers to collect payments on delinquent accounts.

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

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

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

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

  • 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.

  • Prepare reports that include 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.

Technologies & Software

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