AI exposure by occupation, O*NET 29-1229.05

Will AI replace Preventive Medicine Physicians?

Preventive Medicine Physicians: AI can already handle 9 of 15 tasks; the work mostly needs a frontier-tier model.

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Every task, scored

The 15 tasks O*NET 30.3 lists for Preventive Medicine Physicians, from most to least exposed. 9 reach 60 or more, the level at which AI already handles a task.

Task AI exposure Evidence Model tier Importance
Direct or manage prevention programs in specialty areas such as aerospace, occupational, infectious disease, and environmental medicine. 75 Estimated Frontier 4.6
Identify groups at risk for specific preventable diseases or injuries. 75 Estimated Efficient 4.2
Perform epidemiological investigations of acute and chronic diseases. 75 Estimated Efficient 4.2
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. 75 Estimated Frontier 4.2
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. 75 Estimated Standard 4.1
Deliver presentations to lay or professional audiences. 75 Estimated Standard 3.6
Document or review comprehensive patients' histories with an emphasis on occupation or environmental risks. 65 Estimated Efficient 4.3
Design, implement, or evaluate health service delivery systems to improve the health of targeted populations. 65 Estimated Frontier 3.8
Prepare preventive health reports, including problem descriptions, analyses, alternative solutions, and recommendations. 60 Estimated Efficient 3.9
Supervise or coordinate the work of physicians, nurses, statisticians, or other professional staff members. 50 Estimated Frontier 4.2
Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks. 50 Estimated Frontier 4.2
Coordinate or integrate the resources of health care institutions, social service agencies, public safety workers, or other organizations to improve community health. 50 Estimated Frontier 3.9
Develop or implement interventions to address behavioral causes of diseases. 50 Estimated Frontier 3.6
Teach or train medical staff regarding preventive medicine issues. 35 Estimated Efficient 4.0
Evaluate the effectiveness of prescribed risk reduction measures or other interventions. 10 Estimated No tier 4.2

Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 15 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 15 of 15. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.

The model tier this role needs

A frontier-tier model or lower covers 93% of the role's importance-weighted task work. 93% of the work is something AI can address at some tier, and 7% is hands-on.

Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.

Wages, employment and outlook

US employment
342,720
Median annual wage
$265,930
Middle half of earners
$102,930 to $378,770
Projected change, 2024 to 2034
+2.5%

Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.

Adjacent roles

The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.

Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.

Questions about Preventive Medicine Physicians and AI

Will AI replace Preventive Medicine Physicians?

AI already handles 9 of the 15 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 59 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +2.5% from 2024 to 2034.

What is the AI exposure of Preventive Medicine Physicians?

59 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 15 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 15 are estimated from each task's O*NET work activity.

Which Preventive Medicine Physicians tasks can AI already do?

The tasks with the highest exposure are: Direct or manage prevention programs in specialty areas such as aerospace, occupational, infectious disease, and environmental medicine; Identify groups at risk for specific preventable diseases or injuries; Perform epidemiological investigations of acute and chronic diseases. They are three of the 9 tasks that reach 60 or more.

What AI model tier does this role need?

A frontier-tier model or lower covers 93% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.

How many people work as Preventive Medicine Physicians, and what do they earn?

342,720 people in the United States, with a median annual wage of $265,930 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +2.5% from 2024 to 2034.

How to cite

Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.

JobRoute (2026). AI exposure: Preventive Medicine Physicians. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/preventive-medicine-physicians

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