Where AI can help
AI can explain queries, draft scripts and summarize logs.
US labor-market data in USD. Changing language does not change the country.
✓ United StatesBrazil — data in preparationBrazil is not available yet. We will publish a local dataset after validating CBO mapping and remuneration coverage.
Keep databases reliable, available and protected. They manage access, monitor performance and plan recovery when systems fail.
Configure and maintain databases
Control permissions and protect information
Monitor queries, capacity and availability
Plan backups, restoration and continuity
Support teams with data modeling and migrations
A documented and monitored database with reviewed permissions and tested recovery.
Editorial example, not a reported worker interview. Tools vary by employer.Infrastructure and data teams in organizations with critical systems. On-call work and controlled changes can be part of the role.
O*NET® 31.0 ↗Mean is the arithmetic average; median is the midpoint of the wage distribution. National occupational figures are not starting-salary promises.
Percentiles describe the workforce distribution, not junior and senior salary bands. Excludes self-employed workers; see the source for coverage.
BLS · May 2025 · USD/year ↗Includes replacement needs over 2025–2035. These are projections, not open job advertisements.
BLS · 2025–2035 ↗AI can explain queries, draft scripts and summarize logs.
Permissions, migration impact and data recovery require responsibility and environment knowledge.
The task discussion is editorial interpretation. Only the exposure percentage is reproduced from the study; we do not assign percentages to individual tasks.
Anthropic · March 2026 study ↗Use the exercise below to practice a real task, check AI outputs and identify where you need more depth. A career change is one option, not a requirement.
Create a synthetic database, document its model, simulate a migration and restore a backup without losing records.
Typical requirements in BLS data, not universal hiring rules. Verify the employer’s requirements and any applicable credential or license.
BLS · 2025 ↗SQL · database systems · monitoring · backup and recovery
Editorial example, not a reported worker interview. Tools vary by employer.
These are researched starting points, not personalized recommendations or promises of lower AI exposure. Check the destination’s requirements and your own circumstances.
Permissions, availability and recovery are starting points for data security work.
Operating a database does not cover the full security cycle or replace related experience.
Create a synthetic database, document its model, simulate a migration and restore a backup without losing records.
Use the official occupation title below to search current listings. Check duties, location, experience and compensation. External search results have not been verified as active by this directory.
Database AdministratorsSearch external job listings ↗Ask which tasks take the most time, how AI changed the routine and what evidence of skill helped them enter. Compare their experience with the published data.
My Next Move ↗Occupational descriptions adapt the O*NET® 31.0 Database, U.S. Department of Labor, Employment and Training Administration, under CC BY 4.0. Is my job toast? translated, shortened and supplemented the material. USDOL/ETA has not approved or endorsed these changes. CC BY 4.0 ↗