Mostly Resilient

Last Update: 11/4/2026

AI Resilience Score for General Internal Medicine:

56.4%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Med

Sustained economic opportunity

High

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient general internal 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 six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. 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 general internal medicine physicians, all nine sources had data, with a notable split on AI exposure: AI Resilience Model rated exposure high while Will Robots Take My Job and OpenAI Signals saw strong human contribution, landing confidence at medium-high. Strong pay and mobility pushed the economic score up, earning physicians a "Mostly Resilient" label.

AI Resilience Report forGeneral Internal Medicine Physicians

$256,560 median salary•1,900 annual openings•SOC Code: 29-1216.00

General Internal Medicine Physicians are somewhat more resilient to AI impacts than most occupations, according to our analysis of 8 sources.

General Internal Medicine Physicians are labeled "Mostly Resilient" because the heart of their work, which includes diagnosing complex conditions, building trust with patients, and making high-stakes judgment calls, depends on deeply human skills that AI simply cannot replicate right now. AI is already taking over time-consuming paperwork tasks like writing clinical notes and updating patient records, so doctors are actually gaining more time for the parts of medicine that matter most.

Learn more about how you can thrive in this position

This role is mostly resilient

General Internal Medicine Physicians are labeled "Mostly Resilient" because the heart of their work, which includes diagnosing complex conditions, building trust with patients, and making high-stakes judgment calls, depends on deeply human skills that AI simply cannot replicate right now. AI is already taking over time-consuming paperwork tasks like writing clinical notes and updating patient records, so doctors are actually gaining more time for the parts of medicine that matter most.

Read full analysis

Analysis of current AI resilience

General Internal Medicine

Updated quarterly

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Latest AI news for General Internal Medicine

These articles highlight the evolving role of AI in primary care, crucial for aspiring General Internal Medicine Physicians. For instance, the NPR article discusses how AI tools help address the shortage of doctors, suggesting that tech can enhance patient screening processes. Meanwhile, the AMA emphasizes the need for physician oversight of AI, ensuring that doctors remain central to patient care. As future physicians, embracing AI can improve efficiency and patient outcomes, fostering resilience in a changing healthcare landscape.

More Career Info

Career: General Internal Medicine Physicians

They help adults stay healthy by diagnosing illnesses, managing diseases, and providing treatments to improve overall well-being.

Alternate Titles

Internal Medicine Physician (IM Physician) · Internist · Medical Doctor (MD) · Physician · Doctor · Gastroenterologist · General Internal Medicine Physician · General Internist · Internal Medicine Doctor · Primary Care Physician

Employment & Wage Data

Median Wage

$256,560

Jobs (2025)

73,100

Growth (2025-35)

+4.0%

Annual Openings

1,900

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

98% ResilienceSupplemental

Operate on patients to remove, repair, or improve functioning of diseased or injured body parts and systems.

2

97% ResilienceCore Task

Provide and manage long-term, comprehensive medical care, including diagnosis and nonsurgical treatment of diseases, for adult patients in an office or hospital.

3

96% ResilienceCore Task

Treat internal disorders, such as hypertension, heart disease, diabetes, or problems of the lung, brain, kidney, or gastrointestinal tract.

4

96% ResilienceCore Task

Manage and treat common health problems, such as infections, influenza or pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly.

5

96% ResilienceCore Task

Immunize patients to protect them from preventable diseases.

6

95% ResilienceCore Task

Prescribe or administer medication, therapy, and other specialized medical care to treat or prevent illness, disease, or injury.

7

94% ResilienceCore Task

Direct and coordinate activities of nurses, students, assistants, specialists, therapists, and other medical staff.

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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