Gini Loh System Tools

AI Automation Index

Will AI Replace Pharmacists?

Task-level automation exposure for Pharmacists: 21 O*NET tasks scored against their work activities, plus the simulator.

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Developed & audited by Gini Loh

Automation Exposure

48% weighted task index

21 of 21 tasks scored

Median Salary

$140,910 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Very High

321,970 people hold this job — size, not growth

Projected 2025–35

+5.2% employment change

12,500 openings a year · BLS line item

Pay by state

BLS OEWS publishes 54 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$111,270 – $167,310

Highest medians

Alaska $167,310
Oregon $165,960
California $164,610
Hawaii $163,220
Washington $160,610

Lowest medians

Puerto Rico $111,270
Rhode Island $128,180
Guam $129,090
Louisiana $132,410
Mississippi $133,230

State figures come from the 29-1051 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.

What the score is made of

Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.

Automation potential 48%

Importance-weighted mean of the scored tasks. This is the headline index.

Physical work 10%

Share of weighted tasks in hands-on or machine-operating work activities.

Judgment & influence 67%

Share in analysis, decisions, teaching, directing, advising, or caring for others.

Routine administration 19%

Share in documenting, recording, and administrative activities.

Rewritten by O*NET 0%

Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.

Consequence of error 71/100 High

O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.

Constituent Task Mix

21 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.

High exposure (≥ 60% of the task is automatable) 32%

7 tasks

Medium exposure (≥ 35%) 38%

8 tasks

Low exposure (below 35%) 30%

6 tasks

How would you survive?

Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.

Simulate Upskilling →

Constituent Tasks

#1808 · Core · 80% automatable

Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability.

data analysis — Patient info verification against records, human confirms

Verify accuracy of patient information.
#1815 · Core · 45% automatable

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.

decision support — Clinical advice needs licensed accountability and context

Collaborate with healthcare professionals to plan or provide treatment. Advise medical personnel regarding healthcare issues.
#1823 · Core · 24% automatable

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.

decision support — Prescribing therapy requires licensed clinical accountability

Prescribe treatments or therapies. Prescribe medications.
#1809 · Core · 49% automatable

Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.

decision support — Treatment-effect advice needs clinical tailoring

Communicate detailed medical information to patients or family members. Advise patients on effects of health conditions or treatments.
#1813 · Core · 15% automatable

Provide specialized services to help patients manage conditions, such as diabetes, asthma, smoking cessation, or high blood pressure.

decision support — Chronic disease management needs clinical judgment

Treat chronic diseases or disorders.
#1810 · Core · 77% automatable

Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.

data analysis — Trend and relationship detection in data

Analyze data to identify trends or relationships among variables. Analyze health-related data.
#1812 · Core · 72% automatable

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.

data analysis — Facility records need human verification and compliance

Maintain medical facility records.
#1819 · Core · 15% automatable

Prepare sterile solutions or infusions for use in surgical procedures, emergency rooms, or patients' homes.

physical manipulation — Medication preparation needs precise hands-on work

Prepare medications or medical solutions.
#1816 · Core · 15% automatable

Compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities.

physical manipulation — Medication preparation needs precise hands-on work

Prepare medications or medical solutions.
#1824 · Core · 59% automatable

Assess the identity, strength, or purity of medications.

data analysis — Trend and relationship detection in data

Analyze data to identify trends or relationships among variables. Analyze chemical compounds or substances.
#1820 · Core · 35% automatable

Plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal.

decision support — Protocols need clinical accountability and context

Determine protocols for medical procedures.
#1825 · Core · 30% automatable

Teach pharmacy students serving as interns in preparation for their graduation or licensure.

interpersonal — Provider training is clinical, hands-on, accountable

Train medical providers.
#1818 · Core · 55% automatable

Refer patients to other health professionals or agencies when appropriate.

decision support — Clinical referral judgment needs licensed human accountability

Refer patients to other healthcare practitioners or health resources.
#1811 · Core · 70% automatable

Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly.

data analysis — Medical supply inventory records and thresholds automatable

Maintain inventory of medical supplies or equipment. Order medical supplies or equipment.
#1822 · Core · 38% automatable

Manage pharmacy operations, hiring or supervising staff, performing administrative duties, or buying or selling non-pharmaceutical merchandise.

interpersonal — Marketing healthcare services needs persuasion and trust

Merchandise healthcare products or services. Manage healthcare operations.
#1826 · Core · 52% automatable

Publish educational information for other pharmacists, doctors, or patients.

interpersonal — Medical research presentation needs human delivery

Present medical research reports.
#1814 · Core · 55% automatable

Advise customers on the selection of medication brands, medical equipment, or healthcare supplies.

decision support — Assistive device recommendations need client-specific assessment

Recommend types of assistive devices.
#1821 · Core · 62% automatable

Assay radiopharmaceuticals, verify rates of disintegration, and calculate the volume required to produce the desired results, to ensure proper dosages.

text generation — Write test result reports from data

Analyze test results. Measure physical or chemical properties of materials or objects. Analyze laboratory findings. Document test results.
#20404 · Core · 30% automatable

Offer health promotion or prevention activities, such as training people to use blood pressure devices or diabetes monitors.

interpersonal — Patient assistive-equipment instruction is hands-on care

Instruct patients in the use of assistive equipment.
#20406 · Core · 72% automatable

Update or troubleshoot pharmacy information databases.

data analysis — Facility records need human verification and compliance

Maintain medical facility records.
#20405 · Supplemental · 72% automatable

Contact insurance companies to resolve billing issues.

information retrieval — Extracts and checks insurance data against criteria

Review customer insurance information. Process medical billing information.
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Community Sentiment

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Method

How this was scored

  1. 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
  2. 2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
  3. 3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
  4. 4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.

Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.

Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast

See the full method →

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