Task-by-Task Analysis
Here's how AI might impact each core task of a database administrator:
Monitor performance75% estimated exposure
Perform backups90% estimated exposure
Optimize queries60% estimated exposure
Design schemas45% estimated exposure
Current Risk Signals
Recent factors included in this role estimate:
+19%
layoffs
60,342 workers laid off in related industries (4 AI-related)
+3%
employment
-2.8% employment change year-over-year
These signals are reviewed on a schedule and may not reflect every recent event. Use the score as a directional estimate, not a prediction.
Score Breakdown
Base Risk (O*NET Research)56%
Industry Layoffs+19%
Employment Trends (BLS)+3%
Final Score78%
Risk Trend (90 Days)
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AI Tools Threatening This Role
Automated tuning
Self-healing databases
Cloud managed databases
Work Current Tools Handle Less Reliably
Architecture
Complex optimization
Migration
Security
Practical Ways to Adapt
Cloud databases
Data engineering
NoSQL
DevOps
Key Skills for This Role
SQLDatabase SystemsPerformance Tuning
Data sources: U.S. Bureau of Labor Statistics (BLS), O*NET OnLine, industry research reports. Occupation pages use versioned task data and a consistent scoring model. Individual results also reflect the tasks a person selects.