Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.

“Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.” is a core task performed by Aerospace Engineering and Operations Technologists and Technicians. Among the occupation's 12 rated tasks, workers place it 11th by importance (#2 most important). About 84% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Determine resource needs of projects or operations. in Making Decisions and Solving Problems

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T1.

Other tasks in this occupation

• Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters. · importance 4.6
• Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions. · importance 4.5
• Confer with engineering personnel regarding details and implications of test procedures and results. · importance 4.5
• Record and interpret test data on parts, assemblies, and mechanisms. · importance 4.4
• Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis. · importance 4.4
• Finish vehicle instrumentation and deinstrumentation. · importance 4.4
• Adjust, repair, or replace faulty components of test setups and equipment. · importance 4.2
• Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments. · importance 4.0
• Construct and maintain test facilities for aircraft parts and systems, according to specifications. · importance 4.0
• Design electrical and mechanical systems for avionic instrumentation applications. · importance 3.9
• Exchange cooling system components in various vehicles.

See all tasks on the Aerospace Engineering and Operations Technologists and Technicians page.

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
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-10885,
  title  = {Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-10885}
}