# Will AI replace admin jobs? Updated October 2026 Database administrators score 60 of 100 for AI exposure. The largest share of their task time, 94%, is work AI speeds up while they stay in charge. AI can take over the other 6% outright. - **6%** AI can do it - **94%** AI helps High exposure Higher than 91% of the 923 occupations we scored. ## Task by task We graded 18 tasks, listed here from most to least exposed. AI can do 1 of them today, speeds up 17 and leaves 0 to people. | Task | AI exposure | | --- | --- | | Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions. AI writes DDL and schema code well; a DBA reviews output. | 70% AI can do it | | Review procedures in database management system manuals to make changes to database. AI interprets manual procedures; DBA applies changes carefully. | 60% AI helps | | Select and enter codes to monitor database performance and to create production databases. AI writes SQL and monitoring scripts; DBA runs and checks them. | 58% AI helps | | Test changes to database applications or systems. AI generates test cases and scripts; results need human validation. | 55% AI helps | | Test programs or databases, correct errors, and make necessary modifications. AI spots and fixes common code errors; DBA verifies fixes in context. | 55% AI helps | [See what AI can take on across an IT team](https://www.aigentcy.com/ai-for/it/) ## How database administrators compare All occupations (923) Computer and mathematical (36) **Database administrators score 60**, marked by the dark line. Each dot is a score, darker where more occupations share it. The short marks show the averages, 37 for all occupations and 60 for computer and mathematical. ## Pay and outlook in the US Median pay $104,620 a year, May 2025 People employed 69,990 in the US, May 2025 Projected change in jobs \-0.1% from 2024 to 2034 ## Skills to build - Review AI-generated DDL and schema code before production deployment - Tune slow queries with SQL execution plans in Microsoft SQL Server - Write and maintain Shell script backup and recovery jobs on Linux - Approve and supervise production installs of new databases - Hold Microsoft Azure Database Administrator Associate certification ## Safer roles nearby 5 related occupations with lower scores. - [Systems analysts59 out of 100](https://www.aigentcy.com/ai-exposure/systems-analysts/) - [Systems administrators58 out of 100](https://www.aigentcy.com/ai-exposure/systems-administrators/) - [Software developers59 out of 100](https://www.aigentcy.com/ai-exposure/software-developers/) - [Blockchain engineers58 out of 100](https://www.aigentcy.com/ai-exposure/blockchain-engineers/) - [Network engineers59 out of 100](https://www.aigentcy.com/ai-exposure/computer-network-support-specialists/) ## Questions about database administrators and AI Will admin jobs be replaced by AI? Partly. About 5 in 10 working hours for database administrators go to tasks AI can already do, mostly writing schema code and monitoring scripts. Approving installs and deciding access rights stay with the person accountable for the database. Which tasks will AI take from database administrators? Schema writing takes the most exposure, scoring 70, because AI writes DDL and schema code well. Reading manual procedures scores 60 and test case generation scores 55, since AI interprets procedures and drafts test scripts. The administrator reviews each output before it reaches production. Which tasks stay with database administrators? Approving, scheduling, and supervising new database installs scores lowest at 25, because an accountable person must sign off on the risk. Security planning scores 30, and AI drafts the checks while people make the access and risk calls. Upgrade installs stay hands-on, since they require direct work on live systems. How do database administrators stay valuable? Take responsibility for the decisions that carry accountability, installs, access rights, and production changes. Review every AI-written schema change in SQL against live Microsoft SQL Server or Oracle workloads before deployment. Diagnose capacity and performance incidents yourself on Linux, AWS, or Azure, where AI suggestions need checking in context. ## Related jobs - [Data engineers60 out of 100](https://www.aigentcy.com/ai-exposure/data-engineers/) - [Cybersecurity analysts60 out of 100](https://www.aigentcy.com/ai-exposure/cybersecurity-analysts/) - [Programmers66 out of 100](https://www.aigentcy.com/ai-exposure/programmers/) - [Software testers64 out of 100](https://www.aigentcy.com/ai-exposure/software-testers/) ## Next steps for database administrators - ### Check your job Your job title is a rough guide. Your actual tasks decide your score. Paste your job description or CV and see which of your tasks AI can do. [Check your job](https://www.aigentcy.com/tools/ai-exposure-checker/) [Check your CV](https://www.aigentcy.com/tools/cv-checker/) ### Check which roles in your team AI can take on We map your team's tasks, show what AI can do today and build the automations that pay back first. [Book an AI audit](https://www.aigentcy.com/audit/) ## Related topics - [**Jobs AI can't replace**Cement masons score lowest, at 8.](https://www.aigentcy.com/ai-exposure/jobs-ai-cant-replace/) - [**Jobs most at risk from AI**Proofreaders score highest, at 76.](https://www.aigentcy.com/ai-exposure/jobs-most-exposed-to-ai/) - [**High-paying jobs with low AI exposure**Radiologists earn a median $420,860 and score 46.](https://www.aigentcy.com/ai-exposure/high-paying-jobs-low-ai-exposure/) - [**Entry-level jobs with low AI exposure**Cement masons need little prior training and score 8.](https://www.aigentcy.com/ai-exposure/entry-level-jobs-low-ai-exposure/) - [**Jobs AI speeds up the most**For natural sciences managers, AI speeds up 96% of task time.](https://www.aigentcy.com/ai-exposure/jobs-ai-speeds-up/) - [**AI and jobs in Malta**15 iGaming roles graded task by task.](https://www.aigentcy.com/ai-exposure/malta/) - [**Skills that keep work human**The skills to build in the jobs AI changes least.](https://www.aigentcy.com/ai-exposure/skills/) - [**Jobs A to Z**Every job we publish, by first letter.](https://www.aigentcy.com/ai-exposure/jobs/) - [**AI exposure by industry**Average scores for 22 occupation groups.](https://www.aigentcy.com/ai-exposure/industries/) - [**Write a CV screening software can read**How applicant tracking systems read a CV, and what to change.](https://www.aigentcy.com/ai-exposure/cv-screening-guide/) - [**AI for businesses**The tasks to automate first in each team and industry.](https://www.aigentcy.com/ai-for/) - [**How we score AI exposure**The grading, the weights and every source.](https://www.aigentcy.com/ai-exposure/methodology/) Occupation data from the O\*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) and modified by Aigentcy. O\*NET® is a trademark of USDOL/ETA. Wage, employment and projection data from the U.S. Bureau of Labor Statistics. EU occupation names from ESCO, European Commission. AI usage signals from the Anthropic Economic Index (CC BY) and Microsoft Research (CC BY 4.0). [Methodology and sources](https://www.aigentcy.com/ai-exposure/methodology/). Scores © Aigentcy. Quote them with a link to the page.