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.
- Prescribe synthetic drugs under the supervision of medical doctors or within the allowances of regulatory bodies.74
- Administer, dispense, or prescribe natural medicines, such as food or botanical extracts, herbs, dietary supplements, vitamins, nutraceuticals, and amino acids.70
- Conduct periodic public health maintenance activities such as immunizations and screenings for diseases and disease risk factors.70
- Perform mobilizations and high-velocity adjustments to joints or soft tissues, using principles of massage, stretching, or resistance.70
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.
- Monitor updates from public health agencies to keep abreast of health trends.01
- Administer, dispense, or prescribe natural medicines, such as food or botanical extracts, herbs, dietary supplements, vitamins, nutraceuticals, and amino acids.02
- Conduct physical examinations and physiological function tests for diagnostic purposes.03
- Administer treatments or therapies, such as homeopathy, hydrotherapy, Oriental or Ayurvedic medicine, electrotherapy, and diathermy, using physical agents including air, heat, cold, water, sound, or ultraviolet light to catalyze the body to heal itself.04
- Conduct periodic public health maintenance activities such as immunizations and screenings for diseases and disease risk factors.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
General Internal Medicine Physicians
Closely related work
Compare these careers →Pediatricians, General
Closely related work
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Related work
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Related work
Compare these careers →Acupuncturists
Related work
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Shares some 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.
