How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Dispose of radioactive materials and store radiopharmaceuticals, following radiation safety procedures.73
- Produce a computer-generated or film image for interpretation by a physician.68
- Gather information on patients' illnesses and medical history to guide the choice of diagnostic procedures for therapy.67
- Add radioactive substances to biological specimens, such as blood, urine, or feces, to determine therapeutic drug or hormone levels.67
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Administer radiopharmaceuticals or radiation intravenously to detect or treat diseases, using radioisotope equipment, under direction of a physician.01
- Produce a computer-generated or film image for interpretation by a physician.02
- Calculate, measure, and record radiation dosage or radiopharmaceuticals received, used, and disposed, using computer and following physician's prescription.03
- Perform quality control checks on laboratory equipment or cameras.04
- Maintain and calibrate radioisotope and laboratory equipment.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Cardiovascular Technologists and Technicians
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Compare these careers →Radiologic Technologists and Technicians
Closely related work
Compare these careers →Radiation Therapists
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Compare these careers →Medical and Clinical Laboratory Technologists
Closely related work
Compare these careers →Radiologists
Closely related work
Compare these careers →Magnetic Resonance Imaging Technologists
Related work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
