Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.

“Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.” is a core task performed by Quality Control Analysts. Among the occupation's 26 rated tasks, workers place it 25th by importance (#2 most important). About 95% 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.

• Analyze data to improve operations. in Analyzing Data or Information

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: T2.

Other tasks in this occupation

• Conduct routine and non-routine analyses of in-process materials, raw materials, environmental samples, finished goods, or stability samples. · importance 4.4
• Calibrate, validate, or maintain laboratory equipment. · importance 4.3
• Perform visual inspections of finished products. · importance 4.2
• Ensure that lab cleanliness and safety standards are maintained. · importance 4.2
• Complete documentation needed to support testing procedures, including data capture forms, equipment logbooks, or inventory forms. · importance 4.2
• Compile laboratory test data and perform appropriate analyses. · importance 4.2
• Identify and troubleshoot equipment problems. · importance 4.1
• Write technical reports or documentation, such as deviation reports, testing protocols, and trend analyses. · importance 4.1
• Investigate or report questionable test results. · importance 4.1
• Monitor testing procedures to ensure that all tests are performed according to established item specifications, standard test methods, or protocols. · importance 4.0
• Identify quality problems and recommend solutions. · importance 3.9
• Participate in out-of-specification and failure investigations and recommend corrective actions. · importance 3.9
• Receive and inspect raw materials. · importance 3.9
• Train other analysts to perform laboratory procedures and assays. · importance 3.8

See all tasks on the Quality Control Analysts 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-16974,
  title  = {Interpret test results, compare them to established specifications and control limits, and make recommendations on appropriateness of data for release.},
  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-16974}
}