Database Administrators: daily tasks & AI impact
This page breaks Database Administrators into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 63/100 (Moderate automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Modify existing databases and database management systems or direct programmers and analysts to make changes. Core | 4 | — | — |
| Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure. Core | 3.93 | — | — |
| Plan and install upgrades of database management system software to enhance database performance. Core | 3.86 | — | — |
| Specify users and user access levels for each segment of database. Core | 3.8 | — | — |
| Test changes to database applications or systems. Core | 3.76 | — | — |
| Test programs or databases, correct errors, and make necessary modifications. Core | 3.68 | — | — |
| Train users and answer questions. Core | 3.56 | — | — |
| Provide technical support to junior staff or clients. Core | 3.46 | — | — |
| Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases. Core | 3.45 | — | — |
| Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information. Core | 3.43 | — | — |
| Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions. Core | 3.15 | — | — |
| Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software. Core | 3.14 | — | — |
| Select and enter codes to monitor database performance and to create production databases. Core | 3.13 | — | — |
| Identify, evaluate and recommend hardware or software technologies to achieve desired database performance. Core | 3.05 | — | — |
| Review procedures in database management system manuals to make changes to database. Core | 3.03 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Database Administrators tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Database Administrators tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Database Administrators task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.