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Automation Risk Analysis

Will “Research Analyst” be Automated?

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AI Exposure Risk

62%

“Research 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

23%

“Research 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 23% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Financial Quantitative Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments. Develop mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.

Job Title & Hierarchy Code (SOC) Financial Quantitative Analysts #13-2099.01
ℹ️

Data is based on the reference occupation: “Financial Quantitative Analysts”

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Core Skills & Abilities

  • Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.

  • Confer with other financial engineers or analysts on trading strategies, market dynamics, or trading system performance to inform development of quantitative techniques.

  • Consult traders or other financial industry personnel to determine the need for new or improved analytical applications.

  • Collaborate with product development teams to research, model, validate, or implement quantitative structured solutions for new or expanded markets.

  • Devise or apply independent models or tools to help verify results of analytical systems.

  • Interpret results of financial analysis procedures.

  • Provide application or analytical support to researchers or traders on issues such as valuations or data.

  • Develop solutions to help clients hedge carbon exposure or risk.

  • Research new financial products or analytics to determine their usefulness.

  • Analyze pricing or risks of carbon trading products.

  • Assess the potential impact of climate change on business financial issues, such as damage repairs, insurance costs, or potential disruptions of daily activities.

  • Collaborate in the development or testing of new analytical software to ensure compliance with user requirements, specifications, or scope.

  • Develop methods of assessing or measuring corporate performance in terms of environmental, social, and governance (ESG) issues.

  • Define or recommend model specifications or data collection methods.

  • Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques.

  • Produce written summary reports of financial research results.

  • Maintain or modify all financial analytic models in use.

  • Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.

  • Identify, track, or maintain metrics for trading system operations.

  • Prepare requirements documentation for use by software developers.

  • Develop tools to assess green technologies or green financial products, such as green hedge funds or social responsibility investment funds.

Technologies & Software

  • Microsoft Access
  • Linux
  • SAS
  • Structured query language SQL
  • Alteryx AI
  • DataRobot
  • Oracle Java
  • Gemini (Google)
  • The MathWorks MATLAB
  • Microsoft Visual Basic for Applications VBA
  • Tableau AI
  • Grok (xAI)
  • ChatGPT (OpenAI)
  • Tableau
  • Microsoft Visual Basic
  • StataCorp Stata
  • UNIX
  • Microsoft Excel
  • Microsoft PowerPoint
  • Claude (Anthropic)
  • IBM SPSS Statistics
  • C++
  • Microsoft Copilot
  • Planful AI
  • Microsoft Power BI
  • Gemini for Workspace
  • Amazon Web Services AWS software
  • Llama (Meta)
  • MicroStrategy
  • Nova (Amazon)
  • Microsoft Office software
  • C#
  • Microsoft SQL Server
  • Perl
  • Microsoft Azure software
  • Microsoft Visual Studio
  • IBM Cognos Business Intelligence
  • Perplexity AI
  • Microsoft Visio
  • Bloomberg Professional
  • Apache Hive
  • MicroStrategy Desktop
  • Insightful S-PLUS
  • R
  • Mistral (Mistral AI)
  • JavaScript
  • Kimi (Moonshot AI)
  • DeepSeek
  • Python
  • Meta Business AI
  • Qwen (Alibaba)
  • Microsoft Dynamics
  • Napkin AI
  • Web browser software
  • Oracle JD Edwards EnterpriseOne
  • Desktop computers
  • Laptop computers
  • Multi-line telephone systems
  • Computer data input scanners
  • Photocopying equipment
  • Personal computers
  • Mainframe computers