Calculate safe radiation exposure times for personnel using plant contamination readings and prescribed safe levels of radiation.

“Calculate safe radiation exposure times for personnel using plant contamination readings and prescribed safe levels of radiation.” is a core task performed by Nuclear Monitoring Technicians. Among the occupation's 19 rated tasks, workers place it 18th by importance (#2 most important). About 88% 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.

• Measure physical characteristics of materials, products, or equipment. in Estimating the Quantifiable Characteristics of Products, Events, or Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task 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 1.00. Automation potential label: T3.

Other tasks in this occupation

• Brief workers on radiation levels in work areas. · importance 4.6
• Monitor personnel to determine the amounts and intensities of radiation exposure. · importance 4.5
• Provide initial response to abnormal events or to alarms from radiation monitoring equipment. · importance 4.5
• Inform supervisors when individual exposures or area radiation levels approach maximum permissible limits. · importance 4.5
• Determine intensities and types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments. · importance 4.5
• Instruct personnel in radiation safety procedures and demonstrate use of protective clothing and equipment. · importance 4.4
• Collect samples of air, water, gases, or solids to determine radioactivity levels of contamination. · importance 4.4
• Analyze samples, such as air or water samples, for contaminants or other elements. · importance 4.3
• Enter data into computers to record characteristics of nuclear events or to locate coordinates of particles. · importance 4.1
• Determine or recommend radioactive decontamination procedures, according to the size and nature of equipment and the degree of contamination. · importance 4.1
• Set up equipment that automatically detects area radiation deviations and test detection equipment to ensure its accuracy. · importance 4.1
• Calibrate and maintain chemical instrumentation sensing elements and sampling system equipment, using calibration instruments and hand tools. · importance 4.0
• Prepare reports describing contamination tests, material or equipment decontaminated, or methods used in decontamination processes. · importance 4.0
• Place radioactive waste, such as sweepings or broken sample bottles, into containers for shipping or disposal. · importance 3.9

See all tasks on the Nuclear Monitoring 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-7597,
  title  = {Calculate safe radiation exposure times for personnel using plant contamination readings and prescribed safe levels of radiation.},
  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-7597}
}