All Professions
High RiskFinance & Banking
Accelerating

Financial Analyst

AI quantitative models now outperform analysts in market prediction, earnings analysis, and portfolio optimization. Platforms like Bloomberg AI and FactSet are integrating LLMs for research automation.

330K current workers
Major disruption: By 2029
75%Automation Risk

High Risk

Automation Risk Trajectory

Historical progression and projected automation risk for Financial Analysts through 2030

What AI Is Replacing

  • Routine financial modeling
  • Earnings report summarization
  • Market trend pattern recognition
  • Data aggregation and reporting

What Humans Still Own

  • Strategic investment thesis development
  • Stakeholder communication
  • Novel market situation analysis

Top Skills to Develop Now

AI-augmented financial modelingAlternative data analysisESG investing
Sources: Goldman Sachs (2023), McKinsey Global Institute (2023)

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Investment AnalystPortfolio ManagerEquity Researcher