Gini Loh System Tools

AI Automation Index

Will AI Replace Naturopathic Physicians?

Task-level automation exposure for Naturopathic Physicians: 20 O*NET tasks scored against their work activities, plus the simulator.

E-E-A-T Verified
Developed & audited by Gini Loh

Automation Exposure

37% weighted task index

20 of 20 tasks scored

Median Salary

$115,210 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Medium

28,630 people hold this job — size, not growth

Projected 2025–35

+5.5% employment change

1,900 openings a year · BLS line item

Pay by state

BLS OEWS publishes 44 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$81,280 – $164,670

Highest medians

Maryland $164,670
District of Columbia $151,990
New York $127,360
Georgia $126,300
California $125,550

Lowest medians

Rhode Island $81,280
Arkansas $81,330
New Hampshire $82,550
Puerto Rico $83,350
Vermont $83,740

State figures come from the 29-1299 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 37%

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

Physical work 4%

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

Judgment & influence 64%

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

Routine administration 10%

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 33/100 Moderate

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

20 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) 25%

5 tasks

Medium exposure (≥ 35%) 27%

5 tasks

Low exposure (below 35%) 48%

10 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

#18418 · Core · 62% automatable

Document patients' histories, including identifying data, chief complaints, illnesses, previous medical or family histories, or psychosocial characteristics.

interpersonal — Patient history requires live elicitation and judgment

Record patient medical histories.
#18412 · Core · 65% automatable

Educate patients about health care management.

information retrieval — Healthcare process guidance is largely informational

Advise patients on healthcare system processes.
#18413 · Core · 55% automatable

Advise patients about therapeutic exercise and nutritional medicine regimens.

decision support — Wellness advice needs tailoring and clinical accountability

Provide health and wellness advice to patients, program participants, or caregivers.
#18410 · Core · 12% automatable

Conduct physical examinations and physiological function tests for diagnostic purposes.

visual inspection — Patient physical assessment is hands-on clinical work

Examine patients to assess general physical condition.
#18409 · Core · 14% automatable

Administer, dispense, or prescribe natural medicines, such as food or botanical extracts, herbs, dietary supplements, vitamins, nutraceuticals, and amino acids.

decision support — Prescribing medications is licensed high-stakes judgment

Administer non-intravenous medications. Prescribe medications.
#18411 · Core · 30% automatable

Interview patients to document symptoms and health histories.

interpersonal — Collecting from patients requires live clinical interaction

Collect medical information from patients, family members, or other medical professionals.
#18414 · Core · 50% automatable

Diagnose health conditions, based on patients' symptoms and health histories, laboratory and diagnostic radiology test results, or other physiological measurements, such as electrocardiograms and electroencephalographs.

visual inspection — Image interpretation assists; radiologist owns diagnosis

Analyze test data or images to inform diagnosis or treatment. Diagnose medical conditions.
#18408 · Core · 10% automatable

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.

physical manipulation — Alternative procedures are hands-on

Treat patients using alternative medical procedures.
#18420 · Core · 48% automatable

Consult with other health professionals to provide optimal patient care, referring patients to traditional health care professionals as necessary.

decision support — Clinical referral judgment needs licensed human accountability

Collaborate with healthcare professionals to plan or provide treatment. Refer patients to other healthcare practitioners or health resources.
#18407 · Core · 50% automatable

Order diagnostic imaging procedures such as radiographs (x-rays), ultrasounds, mammograms, and bone densitometry tests, or refer patients to other health professionals for these procedures.

decision support — Clinical referral judgment needs licensed human accountability

Refer patients to other healthcare practitioners or health resources. Order medical diagnostic or clinical tests.
#18406 · Core · 75% automatable

Maintain professional development through activities such as postgraduate education, continuing education, preceptorships, and residency programs.

information retrieval — AI summarizes medical updates; human retains judgment

Maintain medical or professional knowledge.
#18424 · Core · 55% automatable

Obtain medical records from previous physicians or other health care providers for the purpose of patient evaluation.

information retrieval — History extraction aided; patient interaction human

Gather medical information from patient histories.
#18423 · Core · 4% automatable

Conduct periodic public health maintenance activities such as immunizations and screenings for diseases and disease risk factors.

physical manipulation — Immunization requires hands-on injection

Immunize patients.
#18415 · Core · 5% automatable

Perform venipuncture or skin pricking to collect blood samples.

physical manipulation — Invasive specimen collection needs hands-on clinical skill

Collect biological specimens from patients.
#18422 · Core · 75% automatable

Monitor updates from public health agencies to keep abreast of health trends.

information retrieval — AI summarizes medical updates; human retains judgment

Maintain medical or professional knowledge.
#18405 · Core · 8% automatable

Perform mobilizations and high-velocity adjustments to joints or soft tissues, using principles of massage, stretching, or resistance.

physical manipulation — Physical therapy techniques are hands-on body work

Treat patients using physical therapy techniques.
#18417 · Core · 22% automatable

Prescribe synthetic drugs under the supervision of medical doctors or within the allowances of regulatory bodies.

decision support — Prescribing medications is licensed high-stakes judgment

Prescribe medications.
#18421 · Core · 68% automatable

Report patterns of patients' health conditions, such as disease status and births, to public health agencies.

text generation — Health records drafted; clinician verifies and signs

Prepare official health documents or records.
#18416 · Core · 12% automatable

Treat minor cuts, abrasions, or contusions.

physical manipulation — Hands-on treatment of acute conditions

Treat acute illnesses, infections, or injuries.
#18419 · Supplemental · 2% automatable

Perform minor surgical procedures, such as removing warts, moles, or cysts, sampling tissues for skin cancer or lipomas, and applying or removing sutures.

physical manipulation — Surgery is physical and high-accountability

Operate on patients to treat conditions.
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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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