Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs…
Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
Task automation exposure
Moderate exposure
Exposure basis
[v4/median] score 55 (raw 55 | A 75 / B 45 / C 55 | modality: other) AI-driven testing, CI/CD pipelines, and AIOps monitoring tools are widely deployed and can handle most routine testing, maintenance, and installation coordination, though complex judgment still often requires human analysts. (capable: AI-powered CI/CD and AIOps platforms (e.g., GitHub Copilot, Dynatrace, Splunk))
0 capabilities · 1 occupations
Basis
How exposure was assessed
[v4/median] score 55 (raw 55 | A 75 / B 45 / C 55 | modality: other) AI-driven testing, CI/CD pipelines, and AIOps monitoring tools are widely deployed and can handle most routine testing, maintenance, and installation coordination, though complex judgment still often requires human analysts. (capable: AI-powered CI/CD and AIOps platforms (e.g., GitHub Copilot, Dynatrace, Splunk))
How much of this task's output current AI can produce or substantially assist.
Best current model strength on any capability this task requires.
This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.
Occupations
Occupations that perform this task (1)
Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.
| Occupation | Industry | Importance | Role | Occupation AI exposure |
|---|---|---|---|---|
| Computer Systems Analysts | Cross-industry | 4/5 | core | 14 |
Evidence
Evidence (0)
No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.