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Will AI replace Database Administrator?
Computer and Mathematical · $104,620 median pay · Bachelor's degree
Automation exposure
How much of the work AI can already do
More exposed than 88% of the occupations in the index.
Averaged across 18 O*NET tasks, weighted by importance.
AI assistance potential
How much AI tools make the worker more capable
Database Administrators (DBAs) benefit significantly from AI tools that enhance query optimization, automated tuning, infrastructure-as-code generation, and real-time anomaly detection. AI-powered assistants can generate and debug complex SQL queries, draft migration and backup scripts, analyze database logs to diagnose performance bottlenecks, and generate security compliance documentation. While human judgment remains essential for high-stakes decisions around data integrity, security policies, and architectural design, an AI-fluent DBA can manage vastly larger database fleets and resolve incidents much faster than a non-fluent peer.
What the work involves and who it suits, beyond AI.
What the two scores mean
Automation exposure is how much of the work current AI can already perform. A high score means the tasks are exposed, not that the job will disappear: how employers use that is a separate question.
AI assistance potential is how much AI tools make a worker in this occupation more capable. It is upside, not risk — a job can score high on both.
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