AI exposure: Pharmacists
Dispense drugs prescribed by physicians and other health practitioners and provide information to patients about medications and their use. May advise physicians and other health practitioners on the selection, dosage, interactions, and side effects of medications.
Reading this score
computedPharmacists is one of the unusual cases where capability and friction are both high. Current systems can produce a great deal of this work, with average capability across its tasks at 2.3 out of 4. Only 29.1% of the weighted task load comes out as exposed, because 27.0% of it runs into something structural. Jobs in this band tend not to disappear. They change shape, and the person stays.
What holds the line here is verification cost. Across this occupation's 21 tasks it averages 2.27 out of 3, the highest of the five friction dimensions. In plain terms, checking the output costs more than producing it. Where an undetected error is expensive, dangerous or irreversible, the economics change. Someone has to verify the work, and verifying can cost as much as doing it. This is the friction most likely to fall as tools for checking improve.
The most exposed thing this job does is Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or..., at 70.0%. The least is Compound and dispense medications as prescribed by doctors and dentists, by calculating,..., at 0.0%. A gap of 70.0% between two parts of the same job is the reason this index publishes at task level. An occupation-wide number would have hidden both.
Within healthcare practitioner and technical occupations, this one is more exposed than most. The median across the 89 roles in the group is 18.4%, and only 6 of them score higher than this. Occupational families are not uniform, and the spread inside them is often wider than the gap between them.
What would move this score. Of 21 tasks, 8 are currently banded exposed, 7 assisted and 6 untouched. For that distribution to shift materially would take a change in who is permitted to sign the work, which is a question for regulators rather than for engineers. The score is re-computed every quarter against a fresh capability reference, and the change is published rather than quietly applied.
Where the score comes from
judgedEvery task is scored through the standardised work activities it maps to. These are this occupation’s averages on the six rubric dimensions. Capability is what AI can do; the other five are what stands in the way.
| Dimension | Mean | Scale |
|---|---|---|
| Capability | 2.26 | 0-4 |
| Embodiment | 0.98 | 0-3 |
| Presence | 1.19 | 0-3 |
| Accountability | 2.11 | 0-3 |
| Context | 1.86 | 0-3 |
| Verification cost | 2.27 | 0-3 |
What this means in practice
Roles in this band tend to change shape rather than disappear. The output gets drafted faster and the person moves toward review, judgment and accountability. The useful question is not whether to use these tools but who is trusted to sign off on what they produce.
Task by task
21 tasks, O*NET 31.0| Task | Exposed | Assisted | Untouched | Importance | Band |
|---|---|---|---|---|---|
| Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions. | 70.0% | 30.0% | 0.0% | 4.43 | exposed |
| Contact insurance companies to resolve billing issues. | 61.3% | 26.2% | 12.5% | 3.50 | exposed |
| Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability. | 60.0% | 40.0% | 0.0% | 4.90 | exposed |
| Maintain records, such as pharmacy files, patient profiles, charge system files, inventories, control records for radioactive nuclei, or registries of poisons, narcotics, or controlled drugs. | 60.0% | 40.0% | 0.0% | 4.24 | exposed |
| Update or troubleshoot pharmacy information databases. | 60.0% | 40.0% | 0.0% | 3.15 | exposed |
| Assay radiopharmaceuticals, verify rates of disintegration, and calculate the volume required to produce the desired results, to ensure proper dosages. | 50.0% | 25.0% | 25.0% | 3.33 | exposed |
| Assess the identity, strength, or purity of medications. | 47.5% | 27.5% | 25.0% | 4.05 | exposed |
| Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly. | 43.8% | 18.8% | 37.5% | 3.50 | exposed |
| Manage pharmacy operations, hiring or supervising staff, performing administrative duties, or buying or selling non-pharmaceutical merchandise. | 29.2% | 33.3% | 37.5% | 3.50 | assisted |
| Plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal. | 23.3% | 26.7% | 50.0% | 4.05 | assisted |
| Publish educational information for other pharmacists, doctors, or patients. | 23.3% | 26.7% | 50.0% | 3.38 | assisted |
| Collaborate with other health care professionals to plan, monitor, review, or evaluate the quality or effectiveness of drugs or drug regimens, providing advice on drug applications or characteristics. | 22.9% | 39.6% | 37.5% | 4.81 | assisted |
| Advise customers on the selection of medication brands, medical equipment, or healthcare supplies. | 20.0% | 30.0% | 50.0% | 3.37 | assisted |
| Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage. | 18.8% | 43.8% | 37.5% | 4.52 | assisted |
| Refer patients to other health professionals or agencies when appropriate. | 16.7% | 33.3% | 50.0% | 3.58 | assisted |
| Work in hospitals or clinics or for Health Management Organizations (HMOs), dispensing prescriptions, serving as a medical team consultant, or specializing in specific drug therapy areas, such as oncology or nuclear pharmacotherapy. | 7.5% | 17.5% | 75.0% | 4.76 | untouched |
| Teach pharmacy students serving as interns in preparation for their graduation or licensure. | 5.0% | 20.0% | 75.0% | 3.60 | untouched |
| Offer health promotion or prevention activities, such as training people to use blood pressure devices or diabetes monitors. | 5.0% | 20.0% | 75.0% | 3.32 | untouched |
| Provide specialized services to help patients manage conditions, such as diabetes, asthma, smoking cessation, or high blood pressure. | 3.3% | 21.7% | 75.0% | 4.45 | untouched |
| Prepare sterile solutions or infusions for use in surgical procedures, emergency rooms, or patients' homes. | 0.0% | 0.0% | 100.0% | 4.11 | untouched |
| Compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities. | 0.0% | 0.0% | 100.0% | 4.05 | untouched |
Task text and importance ratings sourced from O*NET 31.0. Shares computed. The occupation score is the importance-weighted mean.
Occupations either side of this one
The four closest scores in the same occupational family, then the four closest anywhere in the index.
Read this carefully. Exposure is not displacement. A high score means current AI systems can produce this work, not that anyone will stop paying a person to do it. Adoption depends on economics, regulation and inertia that this index deliberately does not model. How the score is built.