Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Allergist and Immunologist:

61.9%

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 allergist and immunologist 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 allergists and immunologists, 6 of 8 sources had data. The key split was on AI exposure: AI Resilience Model rated it Low resilience while Anthropic and Will Robots Take My Job rated it High, pushing confidence to low-medium. Strong pay signals from Wage Bill lifted the economic score, landing this career at "Mostly Resilient."

AI Resilience Report forAllergists and Immunologists

$265,930 median salary•9,400 annual openings•SOC Code: 29-1229.01

Allergists and Immunologists are somewhat more resilient to AI impacts than most occupations, according to our analysis of 6 sources.

Allergists and immunologists are labeled "Mostly Resilient" because the heart of their work, including physical exams, allergy testing, provocation challenges, and injecting immunotherapy, requires hands-on human skills that AI simply cannot replicate. AI is already changing parts of the job, especially the paperwork side, where tools like AI scribes are saving doctors significant time on documentation, but these changes are freeing up allergists to focus more on patients rather than pushing them out of the role.

Learn more about how you can thrive in this position

This role is mostly resilient

Allergists and immunologists are labeled "Mostly Resilient" because the heart of their work, including physical exams, allergy testing, provocation challenges, and injecting immunotherapy, requires hands-on human skills that AI simply cannot replicate. AI is already changing parts of the job, especially the paperwork side, where tools like AI scribes are saving doctors significant time on documentation, but these changes are freeing up allergists to focus more on patients rather than pushing them out of the role.

Read full analysis

Analysis of current AI resilience

Allergist and Immunologist

Updated quarterly

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How can Allergist and Immunologist prepare for AI?

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Latest AI news for Allergist and Immunologist

These articles highlight the transformative role of AI in the field of allergy and immunology, emphasizing how technology can enhance the effectiveness of allergists. For instance, AI can streamline patient diagnosis, allowing allergists to spend more time engaging with patients, as discussed in "Preparing Allergists to Practice in 2050 Using AI." Furthermore, "Opportunities and challenges with artificial intelligence" showcases how AI can simulate immune responses, improving diagnostic accuracy. Embracing AI will be essential for future allergists, ensuring they remain resilient and effective in their practice.

More Career Info

Career: Allergists and Immunologists

They help people with allergies and immune system issues by diagnosing their problems and providing treatments to improve their health.

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

92% ResilienceCore Task

Provide therapies, such as allergen immunotherapy or immunoglobin therapy, to treat immune conditions.

2

90% ResilienceCore Task

Perform allergen provocation tests such as nasal, conjunctival, bronchial, oral, food, or medication challenges.

3

88% ResilienceCore Task

Conduct physical examinations of patients.

4

85% ResilienceCore Task

Order or perform diagnostic tests such as skin pricks and intradermal, patch, or delayed hypersensitivity tests.

5

82% ResilienceCore Task

Diagnose or treat allergic or immunologic conditions.

6

78% ResilienceSupplemental

Conduct laboratory or clinical research on allergy or immunology topics.

7

75% ResilienceCore Task

Coordinate the care of patients with other health care professionals or support 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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