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Automation Risk Analysis

Will “Financial Planning and Analysis Finance Manager” be Automated?

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AI Exposure Risk

60%

“Financial Planning and Analysis Finance Manager” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

22%

“Financial Planning and Analysis Finance Manager” 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 22% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Investment Fund Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate investment strategy or operations for a large pool of liquid assets supplied by institutional investors or individual investors.

Job Title & Hierarchy Code (SOC) Investment Fund Managers #11-3031.03
ℹ️

Data is based on the reference occupation: “Investment Fund Managers”

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Core Skills & Abilities

  • Analyze acquisitions to ensure conformance with strategic goals or regulatory requirements.

  • Direct activities of accounting or operations departments.

  • Select or direct the execution of trades.

  • Verify regulatory compliance of transaction reporting.

  • Select specific investments or investment mixes for purchase by an investment fund.

  • Monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.

  • Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.

  • Prepare for and respond to regulatory inquiries.

  • Hire or evaluate staff.

  • Perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.

  • Develop or direct development of offering documents or marketing materials.

  • Identify group or individual target investors for a specific fund.

  • Attend investment briefings or consult financial media to stay abreast of relevant investment markets.

  • Develop or implement fund investment policies or strategies.

  • Review offering documents or marketing materials to ensure regulatory compliance.

  • Meet with investors to determine investment goals or to discuss investment strategies.

  • Manage investment funds to maximize return on client investments.

  • Present investment information, such as product risks, fees, or fund performance statistics.

  • Monitor regulatory or tax law changes to ensure fund compliance or to capitalize on development opportunities.

  • Develop, implement, or monitor security valuation policies.

Technologies & Software

  • Perplexity AI
  • Qwen (Alibaba)
  • Gemini (Google)
  • Oracle Hyperion Planning
  • Motion (AI Scheduler)
  • Tableau
  • Napkin AI
  • Microsoft Office software
  • Llama (Meta)
  • ChatGPT (OpenAI)
  • Oracle Hyperion
  • Microsoft Project
  • Microsoft Access
  • DeepSeek
  • Gemini for Workspace
  • Autodesk AutoCAD Blue Sky
  • Web browser software
  • Statistical analysis software
  • Mistral (Mistral AI)
  • ReadSoft
  • Grok (xAI)
  • Microsoft MapPoint
  • Risk analysis software
  • Microsoft Visio
  • SAS
  • Microsoft Outlook
  • Kimi (Moonshot AI)
  • Claude (Anthropic)
  • Otter.ai
  • Microsoft Word
  • Microsoft PowerPoint
  • SunGard Financial Systems AddVantage
  • Microsoft Power BI
  • Financial accounting software
  • Fireflies.ai
  • Portfolio analysis software
  • Notion AI
  • Microsoft Copilot
  • Microsoft Excel
  • SAP software
  • Structured query language SQL
  • Nova (Amazon)
  • Personal computers
  • Desktop computers
  • Teleconferencing equipment
  • Videoconferencing equipment
  • Laptop computers
  • Multiline telephone systems