Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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.
What does this resilience result mean?
These roles are expected to remain steady over time, with AI supporting rather than replacing the core work.
AI Resilience Report for
They help people with skin issues by examining their skin, diagnosing problems like acne or rashes, and providing treatments to improve skin health.
This role is stable
A career in dermatology is considered "Stable" because while AI tools can help with tasks like note-taking and analyzing skin images, the human skills of dermatologists are still essential. Doctors are needed to make final decisions, perform treatments, and provide personalized care.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is stable
A career in dermatology is considered "Stable" because while AI tools can help with tasks like note-taking and analyzing skin images, the human skills of dermatologists are still essential. Doctors are needed to make final decisions, perform treatments, and provide personalized care.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Dermatologists
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
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.

AI in the real world
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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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
Provide liposuction treatment to patients.
Instruct interns or residents in diagnosis and treatment of dermatological diseases.
Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in dermatology.
Perform skin surgery to improve appearance, make early diagnoses, or control diseases such as skin cancer.
Perform incisional biopsies to diagnose melanoma.
Conduct clinical or basic research.
Provide dermatologic consultation to other health professionals.
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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