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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

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

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

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

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

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

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

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

  • Produce written summary reports of financial research results.

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

  • Analyze pricing or risks of carbon trading products.

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

  • Define or recommend model specifications or data collection methods.

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

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

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

  • Prepare requirements documentation for use by software developers.

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

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

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

  • Interpret results of financial analysis procedures.

  • Maintain or modify all financial analytic models in use.

Technologies & Software

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