Technology occupation
Will AI replace Database Administrators?
See how this occupation’s day-to-day work compares with other jobs in exposure to AI and automation, why it received this result, and where human skills remain essential.
Database Administrators
Higher AI & automation exposure than 85% of jobs we compare.
Exposure index: 85 / 100
This compares the type of work in this job with the work in hundreds of other jobs.
This is a comparison between jobs — not a 85% chance of job loss.
Why did this job get this result?
- Managing database schemas, tuning SQL queries, and configuring storage clusters are digital, computer-based activities.
- Database backups, user permission provisioning, and routine index maintenance follow standardized administrative procedures.
- Work is conducted in office and data center environments without physical automation components.
- Administrators must architect fault-tolerant data storage, design disaster recovery strategies, and resolve complex performance bottlenecks.
- Collaborating with software developers, data engineers, and security compliance staff requires clear technical coordination.
How technology may change this work
Technology and human strengths
What AI & automation may affect
- Autonomous cloud databases can automatically manage indexing, memory allocation, routine backups, and basic query optimization.
- Automated provisioning tools can spin up replica clusters and execute standard database patching procedures.
Human strengths in this job
- Designing complex, scalable relational and non-relational database architectures for enterprise applications
- Formulating and rigorously testing mission-critical disaster recovery strategies to protect against data loss
- Troubleshooting severe database deadlocks, data corruption events, and production performance degradation
- Ensuring strict database encryption, audit logging, and regulatory compliance for sensitive consumer data
How this result breaks down
These are model components, not percentages of the job or of how necessary people are.
How much the job involves information, data, writing, analysis or other digital work that AI and software may help with.
How much of the work follows regular, predictable or repeated steps.
How much of the physical work may be suitable for machines or robotics.
How much the job depends on judgment, creativity, communication and adapting to real situations.
How is the index calculated?
The Exposure Index is a percentile comparing this job's digital, routine, and physical tasks against all 897 occupations in the Model 2.1 dataset. A score of 85 means higher modeled exposure than approximately 85% of comparable jobs.
Your work may differ
How does your work compare?
Two people with the same job title can do very different work. Answer seven quick questions to see how your specific day-to-day tasks compare.
What people in this job commonly do
- Modify existing databases and database management systems or direct programmers and analysts to make changes.
- Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.
- Plan and install upgrades of database management system software to enhance database performance.
- Specify users and user access levels for each segment of database.
- Test changes to database applications or systems.
- Test programs or databases, correct errors, and make necessary modifications.
How we compare jobs
We look at what people do in hundreds of occupations — including digital work, repeatable activities, physical automation and human skills — then compare the job with other occupations.
What this tool cannot predict
It cannot predict individual job loss, exact technology adoption timing or decisions by an individual employer.
Occupation and data details
O*NET-SOC: 15-1242.00
Career category: Technology
Typical education: Bachelor's degree
Data source: O*NET, U.S. Department of Labor.
This product includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. Toolsyte has modified and scored some information; USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.