Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Preventive Med. Physician:

61.1%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

High

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient preventive medicine physician work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For preventive medicine physicians, 6 of 8 sources had data, with Microsoft and Adaptive Capacity missing. Three of four AI exposure sources, including Anthropic, Will Robots Take My Job, and OpenAI Signals, saw the work staying firmly human, while our AI Resilience Model disagreed, pulling confidence to low-medium. Strong pay and steady demand pushed the score to "Mostly Resilient."

AI Resilience Report forPreventive Medicine Physicians

$265,930 median salary•9,400 annual openings•SOC Code: 29-1229.05

Preventive Medicine Physicians are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Preventive Medicine Physicians are labeled "Mostly Resilient" because while AI is genuinely changing parts of this work, the most important tasks still depend on deeply human skills that AI cannot replicate on its own. Tools like machine learning models are helping with things like spotting disease trends and identifying at-risk groups, but the higher-level work of coordinating agencies, leading prevention programs, building community trust, and weighing ethical trade-offs stays firmly in human hands.

Learn more about how you can thrive in this position

This role is mostly resilient

Preventive Medicine Physicians are labeled "Mostly Resilient" because while AI is genuinely changing parts of this work, the most important tasks still depend on deeply human skills that AI cannot replicate on its own. Tools like machine learning models are helping with things like spotting disease trends and identifying at-risk groups, but the higher-level work of coordinating agencies, leading prevention programs, building community trust, and weighing ethical trade-offs stays firmly in human hands.

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Analysis of current AI resilience

Preventive Med. Physician

Updated quarterly

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Latest AI news for Preventive Med. Physician

These articles highlight how AI can greatly enhance the role of Preventive Medicine Physicians. For instance, the article on AI's impact on healthcare emphasizes its potential for early detection and behavior change, crucial for prevention-focused care. Additionally, the piece discussing physician dissatisfaction notes that while many doctors are using AI, there's room for improvement in how these tools are integrated. Understanding and adapting to AI advancements will empower future Preventive Medicine Physicians to enhance patient outcomes and streamline their practices, fostering resilience in this evolving field.

More Career Info

Career: Preventive Medicine Physicians

They help keep people healthy by identifying risks, teaching healthy habits, and creating plans to prevent illness before it starts.

Employment & Wage Data

Median Wage

$265,930

Jobs (2025)

367,400

Growth (2025-35)

+3.4%

Annual Openings

9,400

Education

Doctoral or professional degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

93% ResilienceCore Task

Coordinate or integrate the resources of health care institutions, social service agencies, public safety workers, or other organizations to improve community health.

2

92% ResilienceCore Task

Supervise or coordinate the work of physicians, nurses, statisticians, or other professional staff members.

3

91% ResilienceCore Task

Direct or manage prevention programs in specialty areas such as aerospace, occupational, infectious disease, and environmental medicine.

4

90% ResilienceCore Task

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, ...

5

88% ResilienceCore Task

Teach or train medical staff regarding preventive medicine issues.

6

87% ResilienceCore Task

Design, implement, or evaluate health service delivery systems to improve the health of targeted populations.

7

85% ResilienceCore Task

Develop or implement interventions to address behavioral causes of diseases.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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