Jobs · Computer and Mathematical · O*NET-SOC 15-1211.00
Computer Systems Analysts: which tasks is AI doing?
10 of its 22 tasks show measurable AI use, and 84% of that use is automation (AI doing the task) rather than augmentation (AI helping a person do it).
Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.
Tasks with observed AI use
10 of 22
Claude conversations mapped to this job's tasks
Automation share of that use
84%
The rest is augmentation; all usage: 49%
US employment
519,530
BLS, May 2025
US median annual wage
$105,850
Wages differ by country
Which of these does AI already do for you?
Tick the tasks AI handles in your version of this job. Whatever stays unticked is what keeps a person needed: the links a chain waits on. The bars show where people already use AI for each task, from real usage data.
How to read this
Observed use is not the same as replacement. A task can see heavy AI use while the job grows, because the remaining tasks, such as judgment, accountability, and dealing with people, become more valuable. That is the weak-link pattern behind the explainer.
Task lists and wages are US data. The tasks are broadly similar in other countries; pay and employment are not. For your own economy, see work and jobs by country.
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Source: This page 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. O*NET® is a trademark of USDOL/ETA. How fast is AI? has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. AI usage: Anthropic Economic Index (CC BY), 2026-05. Employment and wages: US Bureau of Labor Statistics, Occupational Employment and Wage Statistics. · O*NET 31.0 Database · Anthropic Economic Index · BLS OEWS