Task-by-Task Analysis
Here's how AI might impact each core task of a data analyst:
Clean and process data80% automatable
Create visualizations70% automatable
Communicate insights40% automatable
Make recommendations35% automatable
Live Risk Signals
Real-time factors affecting this job's automation risk score:
+19%
layoffs
60,342 workers laid off in related industries (4 AI-related)
+3%
employment
-2.8% employment change year-over-year
Risk scores update automatically based on news, layoffs, employment trends, and AI capability announcements.
Score Breakdown
Base Risk (O*NET Research)58%
Industry Layoffs+19%
Employment Trends (BLS)+3%
Final Score80%
Risk Trend (90 Days)
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AI Tools Threatening This Role
Automated analytics
AI insights tools
Natural language querying
What AI Cannot Replace
Strategic thinking
Stakeholder communication
Domain expertise
How to Future-Proof Your Career
Data science
Machine learning
Business intelligence
Python
Key Skills for This Role
SQLData VisualizationBusiness Acumen
Data sources: U.S. Bureau of Labor Statistics (BLS), O*NET OnLine, industry research reports. Risk scores are updated daily using our proprietary algorithm. Last updated: August 2026.
Analysis by AI Crisis Research Team.