Nuclear Medicine Technologists
HealthcareAI exposure
- Data source: BLSPublished: 2026-08
High· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.051
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.22
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 81% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks only| Task | Claude.aiRaw / share % |
|---|---|
Record and process results of procedures.29-2033 | 0.014669.1 |
Explain test procedures and safety precautions to patients and provide them with assistance during test procedures.29-2033 | 0.006530.9 |
| Not observed on any surface — 15 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Calculate, measure, and record radiation dosage or radiopharmaceuticals received, used, and disposed, using computer and following physician's prescription. | —0 |
Detect and map radiopharmaceuticals in patients' bodies, using a camera to produce photographic or computer images. | —0 |
Produce a computer-generated or film image for interpretation by a physician. | —0 |
Process cardiac function studies, using computer. | —0 |
Dispose of radioactive materials and store radiopharmaceuticals, following radiation safety procedures. | —0 |
Prepare stock radiopharmaceuticals, adhering to safety standards that minimize radiation exposure to workers and patients. | —0 |
Maintain and calibrate radioisotope and laboratory equipment. | —0 |
Gather information on patients' illnesses and medical history to guide the choice of diagnostic procedures for therapy. | —0 |
Measure glandular activity, blood volume, red cell survival, or radioactivity of patient, using scanners, Geiger counters, scintillometers, or other laboratory equipment. | —0 |
Train or supervise student or subordinate nuclear medicine technologists. | —0 |
Administer radiopharmaceuticals or radiation intravenously to detect or treat diseases, using radioisotope equipment, under direction of a physician. | —0 |
Perform quality control checks on laboratory equipment or cameras. | —0 |
Position radiation fields, radiation beams, and patient to allow for most effective treatment of patient's disease, using computer. | —0 |
Add radioactive substances to biological specimens, such as blood, urine, or feces, to determine therapeutic drug or hormone levels. | —0 |
Develop treatment procedures for nuclear medicine treatment programs. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Calculate, measure, and record radiation dosage or radiopharmaceuticals received, used, and disposed, using computer and following physician's prescription.O*NET Task ID 4148 | 1.0 |
Detect and map radiopharmaceuticals in patients' bodies, using a camera to produce photographic or computer images.O*NET Task ID 4149 | 0.5 |
Explain test procedures and safety precautions to patients and provide them with assistance during test procedures.O*NET Task ID 4150 | 0.5 |
Produce a computer-generated or film image for interpretation by a physician.O*NET Task ID 4152 | 0.5 |
Process cardiac function studies, using computer.O*NET Task ID 4153 | 0.5 |
Record and process results of procedures.O*NET Task ID 4155 | 0.5 |
Gather information on patients' illnesses and medical history to guide the choice of diagnostic procedures for therapy.O*NET Task ID 4158 | 0.5 |
Position radiation fields, radiation beams, and patient to allow for most effective treatment of patient's disease, using computer.O*NET Task ID 4161 | 0.5 |
Develop treatment procedures for nuclear medicine treatment programs.O*NET Task ID 4163 | 0.5 |
Dispose of radioactive materials and store radiopharmaceuticals, following radiation safety procedures.O*NET Task ID 4154 | 0.0 |
Prepare stock radiopharmaceuticals, adhering to safety standards that minimize radiation exposure to workers and patients.O*NET Task ID 4156 | 0.0 |
Maintain and calibrate radioisotope and laboratory equipment.O*NET Task ID 4157 | 0.0 |
Measure glandular activity, blood volume, red cell survival, or radioactivity of patient, using scanners, Geiger counters, scintillometers, or other laboratory equipment.O*NET Task ID 4159 | 0.0 |
Train or supervise student or subordinate nuclear medicine technologists.O*NET Task ID 4160 | 0.0 |
Add radioactive substances to biological specimens, such as blood, urine, or feces, to determine therapeutic drug or hormone levels.O*NET Task ID 4162 | 0.0 |
Administer radiopharmaceuticals or radiation intravenously to detect or treat diseases, using radioisotope equipment, under direction of a physician.O*NET Task ID 15239 | 0.0 |
Perform quality control checks on laboratory equipment or cameras.O*NET Task ID 15240 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page