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Automation Risk Analysis

Will “Investment Portfolio Control Consultant” be Automated?

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AI Exposure Risk

62%

“Investment Portfolio Control Consultant” 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%

“Investment Portfolio Control Consultant” 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

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

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

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

  • Define or recommend model specifications or data collection methods.

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

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

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

  • Prepare requirements documentation for use by software developers.

  • Maintain or modify all financial analytic models in use.

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

  • Analyze pricing or risks of carbon trading products.

  • Produce written summary reports of financial research results.

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

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

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

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

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

  • Interpret results of financial analysis procedures.

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

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

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

Technologies & Software

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