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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
Dermatologists are more resilient to AI impacts than most occupations, according to our analysis of 6 sources.
Dermatology is labeled as "Resilient" to AI impact because while AI can help with tasks like analyzing skin images and taking notes, the core work still relies heavily on human skills. Dermatologists use their judgment and experience to make final decisions, prescribe treatments, and perform hands-on procedures like injections and surgeries, which AI cannot do.
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Learn more about how you can thrive in this position
This role is resilient
Dermatology is labeled as "Resilient" to AI impact because while AI can help with tasks like analyzing skin images and taking notes, the core work still relies heavily on human skills. Dermatologists use their judgment and experience to make final decisions, prescribe treatments, and perform hands-on procedures like injections and surgeries, which AI cannot do.
Read full analysisAnalysis of Current AI Resilience
Dermatologists
Updated Quarterly • Last Update: 2/17/2026

In dermatology today, some tools can help doctors but most tasks still need a human. For example, AI note-taking software can listen during an appointment and write up the patient’s history automatically [1] [1]. This means doctors spend less time typing and more time talking to patients.
AI can also analyze skin images: in studies it detected skin cancer with accuracy similar to experienced dermatologists [2]. In short, computers can flag issues from photos. But when it comes to treatment, humans are still in charge.
Prescribing medicines or giving steroid shots or chemical peels are things doctors do by hand, step by step. There’s no AI that injects medicine or performs surgery on your skin. Reading new research and talking with colleagues (staying up to date) is also done by people.
Overall, AI tools today mainly augment doctors – they do the paperwork or image checks faster, but doctors still make the final decisions and hands-on care.

Why might AI spread quickly or slowly in dermatology? On the plus side, these tools are already on the market. Thousands of doctors are trying out generative AI assistants for writing notes or answering questions [1].
Clinics can even bill more easily when AI notes capture every detail [1]. Saving time and money makes the technology attractive. However, medicine moves carefully.
Hospitals must show AI is safe and worth the cost. There are legal and trust issues too: doctors may need patient consent before using AI on their visit and must double-check the AI’s work [1] [1]. Some patients might worry about privacy or mistakes.
Because of these concerns, dermatology clinics adopt AI tools slowly and carefully. In the end, AI is seen as a helper – it can speed up routine tasks, but the human skills of judgment, experience, and caring remain very important [1] [1].

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They help people with skin issues by examining their skin, diagnosing problems like acne or rashes, and providing treatments to improve skin health.
Median Wage
>=$239,200
Jobs (2024)
10,900
Growth (2024-34)
+6.4%
Annual Openings
400
Education
Doctoral or professional degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Instruct interns or residents in diagnosis and treatment of dermatological diseases.
Perform incisional biopsies to diagnose melanoma.
Provide liposuction treatment to patients.
Prescribe hormonal agents or topical treatments such as contraceptives, spironolactone, antiandrogens, oral corticosteroids, retinoids, benzoyl peroxide, and antibiotics.
Provide dermatologic consultation to other health professionals.
Conduct clinical or basic research.
Evaluate patients to determine eligibility for cosmetic procedures such as liposuction, laser resurfacing, and microdermabrasion.
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.

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