Will AI Replace Database Administrators?
Database Administrators face a 64.3% AI exposure score with a 78% displacement probability. Core tasks in computers and Electronics, deductive Reasoning, and english Language are increasingly automatable, though flexibility of Closure and near Vision provide partial protection. Physical presence requirements and high social interaction provide partial protection.
This occupation scores above the national average of 48/100 by 16.3 points. The primary risk comes from AI's strong performance in coding software and mathematical reasoning, representing core functions of this role. However, physical presence and high social interaction requirements provide meaningful protection.
Which skills are most at risk?
Each skill in this occupation analyzed against current AI benchmarks. Higher scores = higher AI exposure.
The bottom line for Database Administrators
What's most at risk
The role's most exposed skills, specifically Computers and Electronics, Deductive Reasoning, English Language, reach up to 94.8/100 on AI exposure. AI systems already match or exceed human performance on TerminalBench, directly targeting these core competencies.
What provides partial protection
This role requires physical presence and involves high social interaction, such as coordinating with teams, building client trust, and navigating interpersonal dynamics in real time. These human-centric demands are significantly harder to automate and will persist even as the technical components of the role shift to AI.
Augmentation-zone skills
Flexibility of Closure (42.6/100), Near Vision (49.6/100) sit in the augmentation zone, where AI assists rather than replaces. These are your most defensible capabilities. Positioning yourself as someone who directs and validates AI outputs is a more durable strategy than competing with them head-on.
How this compares
At 64.3/100, Database Administrators rank above the national average of 48/100. Among the lower-risk occupations in this cluster, safer than Web Developers (62.5/100). The role sits among the top 30% most AI-exposed occupations.
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Based on skill overlap analysis — these occupations share core competencies with Database Administrators but have significantly lower automation exposure.
Common questions about Database Administrators and AI
Not entirely, but the role will shrink significantly. The 78% displacement probability means most current tasks, particularly those involving computers and Electronics and deductive Reasoning, face serious automation pressure. Roles that combine these tasks with Flexibility of Closure and Near Vision will persist in reduced form. The strongest career move is transitioning toward adjacent, more human-centric positions before displacement accelerates.
It's already happening. AI tools capable of handling computers and Electronics and deductive Reasoning are widely deployed in enterprise software today. The question isn't if, but how quickly the remaining positions consolidate. Employment projections for this occupational category reflect continued pressure over the next decade.
Your strongest assets are Flexibility of Closure and Near Vision, representing the lowest-exposure capabilities in this profile. Double down on them. Beyond that, invest in AI tool fluency: workers who know how to direct, verify, and extend AI outputs will capture the productivity upside rather than compete against it.
Your skills transfer well to roles like Software Developers (61/100 AI risk, 100% skill overlap), Database Architects (61.3/100 AI risk, 100% skill overlap), and Computer and Information Systems Managers (61.6/100 AI risk, 100% skill overlap). PathScorer can analyse your full profile and surface even more personalised matches. Try it free here.
We analyse each occupation's O*NET skill profile, covering 35+ dimensions across knowledge areas, skills, and abilities, and benchmark each against current AI capabilities (MMLU-Pro for language comprehension, τ-bench v2 for task completion, MATH-500 for mathematical reasoning, LiveCodeBench for coding, and others). Each dimension is weighted by its O*NET importance score for the occupation. Physical presence requirements and social interaction levels from O*NET work context data are also factored in. Scores are updated weekly as new AI benchmarks are published. See the full methodology →
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