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 shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They help adults stay healthy by diagnosing illnesses, managing diseases, and providing treatments to improve overall well-being.
This role is evolving
This career is labeled as "Evolving" because AI is increasingly being integrated into daily medical tasks, like auto-drafting patient charts and scheduling, which helps doctors spend more time with patients. While AI tools assist with supportive tasks, doctors still perform the essential hands-on care and complex decision-making that require human skills like empathy and judgment.
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 evolving
This career is labeled as "Evolving" because AI is increasingly being integrated into daily medical tasks, like auto-drafting patient charts and scheduling, which helps doctors spend more time with patients. While AI tools assist with supportive tasks, doctors still perform the essential hands-on care and complex decision-making that require human skills like empathy and judgment.
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
Anthropic's Observed Exposure
AI Resilience
Based on observed patterns of how Claude is being used across occupational tasks in real conversations
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
General Internal Medicine
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
AI is already helping in medicine, but mostly behind the scenes. Today more than 1,000 FDA-approved AI tools exist and about two-thirds of doctors say they use some AI at work [1]. For example, hospitals use software to monitor patient vital signs and alert staff to trouble, and AI “ambient” recorders can listen to visits and auto-draft charts, cutting doctors’ paperwork by nearly a third [1] [2].
AI chatbots can even handle appointment calls and routine questions [3]. These tools augment what physicians do: they help with note-taking, scheduling, and spotting problems in data [1] [2], so doctors have more time with patients.
By contrast, the core hands-on parts of a general internist’s job are largely still done by people. No AI is giving shots or fully diagnosing a patient alone. A few pilots hint at change: Utah is testing an AI system to refill repeat prescriptions for stable chronic patients [3].
Researchers are even building a “self-driving” device to monitor a heart-attack patient and adjust medications automatically within doctor-set limits [4]. And studies report that an AI consultant tool helped busy clinic doctors cut medical errors by ~16% in Kenya [1]. But these are early tests and always under doctor oversight.
In short, many supporting tasks (charts, alerts, scheduling) have AI help [1] [2], while doctors still do the complex patient care and decision-making.

AI in the real world
Doctors and hospitals might adopt AI for medical tasks at different speeds. On the one hand, there is a big push for it. Clinics and policymakers want to relieve doctor shortages and burnout.
For example, Utah’s pilot argues AI prescriptions will save time and money in rural areas with few doctors [3]. The federal government is even paying doctors a fixed fee to manage chronic diseases with digital monitoring [3], which encourages health systems to try AI tools. Industry experts note AI could raise care quality and cut waste by predicting patient no-shows or highlighting risk factors [3].
In fact, many doctors already use AI-bots and software every day, especially for paperwork or interpreting tests [1] [3].
On the other hand, adopting AI in medicine has challenges. Medical decisions are high-stakes, so regulators and doctors want strong proof that AI is safe and accurate. The American Medical Association has urged caution – for example, AMA leaders warned AI-drug scripts need careful oversight before rollout [3].
Patients and families also trust a human touch: they may hesitate if a computer is “in charge” of their care. And building AI systems can be expensive: hospitals must train staff and buy new tech. Most experts agree AI will support rather than replace doctors [3].
Human skills – empathy, complex judgment, communication – remain very hard for any machine to copy. So while AI tools will grow, young doctors will still be needed to examine patients, explain treatments, and make final decisions with empathy and care.

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Median Wage
$236,350
Jobs (2024)
73,200
Growth (2024-34)
+3.3%
Annual Openings
2,100
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
Plan, implement, or administer health programs in hospitals, businesses, or communities for prevention and treatment of injuries or illnesses.
Advise patients and community members concerning diet, activity, hygiene, and disease prevention.
Prepare government or organizational reports on birth, death, and disease statistics, workforce evaluations, or the medical status of individuals.
Explain procedures and discuss test results or prescribed treatments with patients.
Make diagnoses when different illnesses occur together or in situations where the diagnosis may be obscure.
Treat internal disorders, such as hypertension, heart disease, diabetes, and problems of the lung, brain, kidney, and gastrointestinal tract.
Manage and treat common health problems, such as infections, influenza and pneumonia, as well as serious, chronic, and complex illnesses, in adolescents, adults, and the elderly.
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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