Calculate numerical data for medical activities.

Calculate numerical data for medical activities. is a detailed work activity in O*NET — a concrete unit of work shared across 8 occupations and seen in 10 occupation-specific tasks. It rolls up into the broader work activity Analyze health or medical data. in Analyzing Data or Information .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 10 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 10 (100%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

The Anthropic Economic Index observes real AI use on 1 of these tasks, with a mean mapped-usage share of 0.002% per task.

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Calculate the delivery of radiation treatment, such as the amount or extent of radiation per session, based on the prescribed course of radiation therapy. · Medical Dosimetrists · importance 4.8 · exposure with tools
• Calculate, measure, and record radiation dosage or radiopharmaceuticals received, used, and disposed, using computer and following physician's prescription. · Nuclear Medicine Technologists · importance 4.8 · direct LLM exposure
• Calculate, or verify calculations of, prescribed radiation doses. · Medical Dosimetrists · importance 4.8 · direct LLM exposure
• Assess cardiac physiology and calculate valve areas from blood flow velocity measurements. · Cardiovascular Technologists and Technicians · importance 4.6 · exposure with tools
• Calculate corrections for refractive errors. · Ophthalmic Medical Technologists · importance 4.6 · exposure with tools
• Calculate actual treatment dosages delivered during each session. · Radiation Therapists · importance 4.5 · exposure with tools
• Dispense medical devices or drugs, and calculate dosages and provide instructions as necessary. · Clinical Research Coordinators · importance 4.3 · exposure with tools
• Develop treatment plans, and calculate doses for brachytherapy procedures. · Medical Dosimetrists · importance 4.3 · exposure with tools
• Calculate valve areas from blood flow velocity measurements. · Cardiologists · exposure with tools
• Calculate, measure, or prepare radioisotope dosages. · Radiologists · exposure with tools

Occupations that perform this

• Medical Dosimetrists
• Nuclear Medicine Technologists
• Cardiovascular Technologists and Technicians
• Ophthalmic Medical Technologists
• Radiation Therapists
• Clinical Research Coordinators
• Cardiologists
• Radiologists

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
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

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

@misc{singulariki-calculate-numerical-data-for-medical-activities,
  title  = {Calculate numerical data for medical activities.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/detailed-activities/calculate-numerical-data-for-medical-activities}
}