Will AI replace preventive medicine physicians?

“Direct or manage prevention programs in specialty areas such as aerospace” is the largest task here, and like every other task on this time card it is still done by people. We found no AI use or robot deployment for any of them. That reflects today's evidence and could change. BLS expects about 3.4% more of these jobs by 2035.

Time card for preventive medicine physicians showing a typical 8-hour shift: 8h done by people.
Each mark is 5 minutes of a typical shift for preventive medicine physicians, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

Home / Healthcare practitioners / Preventive Medicine Physicians

Apply knowledge of general preventive medicine and public health issues to promote health care to groups or individuals, and aid in the prevention or reduction of risk of disease, injury, disability, or death. May practice population-based medicine or diagnose and treat patients in the context of clinical health promotion and disease prevention.

Time card

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MineTask, by time spentHumanWith AIAIRobot
Direct or manage prevention programs in specialty areas such as aerospace, occupational, infectious disease, and environmental medicine.1h 7m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.46m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Supervise or coordinate the work of physicians, nurses, statisticians, or other professional staff members.46m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Perform epidemiological investigations of acute and chronic diseases.41m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks.36m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Prepare preventive health reports, including problem descriptions, analyses, alternative solutions, and recommendations.36m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Identify groups at risk for specific preventable diseases or injuries.26m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Direct public health education programs dealing with topics such as preventable diseases, injuries, nutrition, food service sanitation, water supply safety, sewage and waste disposal, insect control, and immunizations.26m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Evaluate the effectiveness of prescribed risk reduction measures or other interventions.26m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Provide information about potential health hazards and possible interventions to the media, the public, other health care professionals, or local, state, and federal health authorities.26m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Coordinate or integrate the resources of health care institutions, social service agencies, public safety workers, or other organizations to improve community health.26m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Teach or train medical staff regarding preventive medicine issues.21m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Design, implement, or evaluate health service delivery systems to improve the health of targeted populations.21m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Develop or implement interventions to address behavioral causes of diseases.21m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Deliver presentations to lay or professional audiences.16m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work

Clock history

  1. 0m touchedFirst published: O*NET 30.1, Anthropic Economic Index (2025 usage and September 2026 robot study), BLS May 2025

When new data changes this clock, the date, the new numbers and the reason are logged here. Company news alone never moves the clock.

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Ask the clock

Will AI replace preventive medicine physicians?

Not on current evidence. Less than 30 minutes of a typical shift goes to tasks that AI or robots are doing today. The other 8h (100%) stays with people. Separately, BLS expects about 3.4% more of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for preventive medicine physicians?

None of this job's tasks show regular AI use yet. That can mean the work is hands-on or in person, or simply that it rarely comes up in AI usage data.

What still needs a person?

8h of a typical shift, or 100%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Direct or manage prevention programs in specialty areas such as aerospace, occupational, infectious disease, and environmental medicine. (1h 7m a shift)
  • Document or review comprehensive patients' histories with an emphasis on occupation or environmental risks. (46m a shift)
  • Supervise or coordinate the work of physicians, nurses, statisticians, or other professional staff members. (46m a shift)
  • Perform epidemiological investigations of acute and chronic diseases. (41m a shift)
  • Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks. (36m a shift)
Why is that work hard to automate?

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

  • 94% talk face to face with others every day
  • 74% say dealing with the public is very or extremely important
  • 74% carry high or very high responsibility for other workers' safety
Are employers still hiring preventive medicine physicians?

On Indeed, job postings in the Physicians & Surgeons sector are at 202% of their February 2020 level (all U.S. postings: 104%), up 8.8% from a year earlier, as of Oct 9, 2026. BLS separately expects about 9,400 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do preventive medicine physicians make?

The median pay is about $265,930 a year ($127.85 an hour), 422% above the median for all U.S. jobs ($50,980). Most people in this job earn between $69,170 and $452,360 or more a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects growth of 3.4% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 380,000 jobs in 2035. It expects about 9,400 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many preventive medicine physicians are there in the U.S.?

About 343,000 people in the U.S., roughly 0.22% of all workers (BLS, May 2025). That makes it the 118th largest of the 796 jobs on this site. BLS expects about 380,000 in 2035.

What training do preventive medicine physicians need?

The most common requirement is post-doctoral training: about 74% of people in the job said so in the official O*NET survey. O*NET rates the job at level 5 of 5 for preparation, which usually means: graduate degree. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Management of Personnel Resources, Coordination, Judgment and Decision Making, Monitoring
  • Get strong at the parts of the job that stay with people (listed above), which take 8h of a typical shift
  • Tools employers list: Microsoft Access, Microsoft Excel, Microsoft Office software, Microsoft PowerPoint, Microsoft Word
What other jobs could preventive medicine physicians move into?

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Clinical Nurse Specialists (31m touched, $98k median pay)
  • Nurse Practitioners (59m touched, $132k median pay)
  • Hospitalists (0m touched, $266k median pay)
  • Neurologists (55m touched, $249k median pay)
  • Advanced Practice Psychiatric Nurses (37m touched, $98k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 15 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • Microsoft Access
  • R
  • SAS
  • The MathWorks MATLAB

Plus everyday office tools: Microsoft Excel, Microsoft Office software, Microsoft PowerPoint, Microsoft Word.

Also called

Aerospace Medicine Physician, Environmental Health Physician, Occupational Health Physician (OHP), Occupational Medicine Officer, Occupational Medicine Physician, Occupational Physician, Physician, Preventive Medicine Officer, Preventive Medicine Physician, Preventive Medicine Specialist, Primary Clinician, Public Health Officer, Public Health Physician