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Naturopathic Physicians

Diagnose, treat, and help prevent diseases using a system of practice that is based on the natural healing capacity of individuals. May use physiological, psychological or mechanical methods. May also use natural medicines, prescription or legend drugs, foods, herbs, or other natural remedies.

$115,210 a year (for the broader BLS group this job sits in).

now
34%

of the working time. Estimate.

Kinds of work
  • 34%
  • 24%
  • 41%
2%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 34% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 2%. With Claude Mythos Preview (early), measured in April 2026, 34%. Today's estimate: 34%.

0%10%20%30%40%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 2% within reacho3, April 2025: 15% within reachGPT-5, August 2025: 21% within reachGemini 3 Pro, November 2025: 27% within reachClaude Opus 4.5, November 2025: 27% within reachGPT-5.2, December 2025: 29% within reachClaude Opus 4.6, February 2026: 30% within reachClaude Mythos Preview (early), April 2026: 34% within reachToday (estimate), September 2026: 34% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 20 tasks from .

TaskKind
Interview patients to document symptoms and health histories.Done hourly or more by most who do it. 12%25 min13 min to 50 minStays with people
Document patients' histories, including identifying data, chief complaints, illnesses, previous medical or family histories, or psychosocial characteristics.Done hourly or more by most who do it. 12%25 min13 min to 38 min100%Half by now
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.Done several times a day by most who do it. 11%38 min17 min to 1.3 h100%Half by now
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.Done hourly or more by most who do it. 11%38 min17 min to 1.3 hStays with people
Advise patients about therapeutic exercise and nutritional medicine regimens.Done hourly or more by most who do it. 10%25 min13 min to 50 minStays with people
Maintain professional development through activities such as postgraduate education, continuing education, preceptorships, and residency programs.Done more than yearly by most who do it. 10%1.7 h50 min to 6.7 hStays with people
Conduct physical examinations and physiological function tests for diagnostic purposes.Done several times a day by most who do it. 9%33 min17 min to 50 minStays with people
Educate patients about health care management.Done hourly or more by most who do it. 8%17 min8 min to 38 min100%Half by now
Administer, dispense, or prescribe natural medicines, such as food or botanical extracts, herbs, dietary supplements, vitamins, nutraceuticals, and amino acids.Done hourly or more by most who do it. 7%17 min8 min to 33 minStays with people
Conduct periodic public health maintenance activities such as immunizations and screenings for diseases and disease risk factors.Done more than monthly by most who do it. 3%42 min25 min to 1.3 hStays with people
Obtain medical records from previous physicians or other health care providers for the purpose of patient evaluation.Done daily by most who do it. 2%17 min8 min to 29 min100%Half by now
Consult with other health professionals to provide optimal patient care, referring patients to traditional health care professionals as necessary.Done daily by most who do it. 2%17 min8 min to 38 minStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.