Operational databases
Software & technology · O*NET
Operational databases is a software tool tracked in the Data base user interface and query software category of O*NET's Technology Skills file. It appears in the technology profile of 12 occupations that together employ about 1,435,260 workers, with a median wage of $47,680.
Across the occupations that use it, the work is 36th percentile for AI task-exposure (Moderate) — how much of what those jobs do overlaps with what today's AI can attempt. That measures the exposure of the work, not the value of the tool or any sign it is being replaced. See where every tool category sits →
Occupations that use this tool
Occupations whose O*NET technology profile lists Operational databases, ranked by employment. Wage and employment are BLS OEWS (national, cross-industry, May 2024) and describe the occupation, not an individual or the tool's own market.
| Occupation | Workers | Median pay |
|---|---|---|
| First-Line Supervisors of Production and Operating Workers | 685,140 | $71,190 |
| Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic | 174,430 | $45,590 |
| Helpers--Production Workers | 167,490 | $38,220 |
| Chemical Equipment Operators and Tenders | 127,410 | $57,090 |
| Mixing and Blending Machine Setters, Operators, and Tenders | 100,840 | $47,680 |
| Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic | 65,700 | $46,980 |
| Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders | 57,310 | $45,130 |
| Wellhead Pumpers | 17,350 | $70,010 |
| Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers | 14,900 | $44,980 |
| Pump Operators, Except Wellhead Pumpers | 12,600 | $60,020 |
| Agricultural Inspectors | 12,090 | $50,990 |
| Recycling Coordinators | — | — |
Related tools
Other software in the Data base user interface and query software category.
Sources for this page
Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.
- O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
- BLS Occupational Employment and Wage Statistics (OEWS) May 2024 U.S. Bureau of Labor Statistics
- “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic
- AI Occupational Exposure (AIOE) Felten, Raj & Seamans academic
Data compiled June 2, 2026. Figures are estimates, not advice.
Cite this page
Singulariki. "Operational databases." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans. Accessed June 7, 2026. https://singulariki.com/software/operational-databases
Singulariki. (2026). Operational databases. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/software/operational-databases
@misc{singulariki-operational-databases,
title = {Operational databases},
author = {{Singulariki}},
year = {2026},
note = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans. Accessed June 7, 2026},
url = {https://singulariki.com/software/operational-databases}
} Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.