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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: 5/19/2026
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.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
Physical Medicine and Rehabilitation Physicians are more resilient to AI impacts than most occupations, according to our analysis of 5 sources.
Physical Medicine and Rehabilitation Physicians are labeled "Resilient" because the heart of their work — hands-on physical exams, performing injections and nerve tests, and coaching patients through the emotional and physical challenges of recovery — requires human judgment, dexterity, and empathy that AI simply can't replicate. While AI is already helping these doctors by handling tedious paperwork and summarizing research, it's being used as a helpful assistant rather than a replacement.
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 resilient
Physical Medicine and Rehabilitation Physicians are labeled "Resilient" because the heart of their work — hands-on physical exams, performing injections and nerve tests, and coaching patients through the emotional and physical challenges of recovery — requires human judgment, dexterity, and empathy that AI simply can't replicate. While AI is already helping these doctors by handling tedious paperwork and summarizing research, it's being used as a helpful assistant rather than a replacement.
Read full analysisAnalysis of Current AI Resilience
Phys Med/Rehab Physician
Updated Quarterly • Last Update: 5/14/2026

Right now, AI in Physical Medicine and Rehabilitation (PM&R) is mostly augmenting doctors rather than replacing them. The biggest wins are in paperwork. "Ambient AI scribes" listen to a doctor-patient visit and write the medical note automatically — in a Sutter Health pilot reported by the American Medical Association [1], the share of physicians who felt able to give patients their full attention jumped from 58% to 93%, and burnout scores dropped. The AAPM&R itself now offers training for physiatrists called the "AI-Powered Physiatrist's Toolkit" [2], which teaches AI use for documentation, prior authorizations, and summarizing research.
AAPM&R president Dr. John Cianca told Medical Economics in April 2026 [3] that residents are already using AI to synthesize research, calling AI "probably positive and possibly negative." On the clinical side, a 2026 Muscle & Nerve study [4] tested AI on a large real-world EMG database to help detect neuromuscular disorders like ALS — but accuracy still isn't strong enough to replace physiatrists' interpretation. A February 2026 umbrella review in Frontiers in Digital Health [5] found that AI-assisted rehab often performs only on par with regular therapy, and recommended an "adjunct-first" approach. Hands-on tasks — physical exams, injections, electrodiagnostic needle work, and motivating patients through recovery — remain firmly human.

Adoption is moving fast for admin tasks and slowly for clinical decisions. The Doximity 2026 State of AI in Medicine Report [6], based on over 3,000 physicians, found that 94% are using or interested in AI, with ambient scribes jumping to 29% adoption and physicians citing reduced administrative workload (69%) as their top reason for excitement. Costs are dropping, scribe tools plug into existing electronic health records, and burnout pressure is huge — Advisory.com's February 2026 briefing [7] notes health systems are racing to deploy ambient AI specifically to relieve documentation burden.
But several brakes exist. The Doximity report also found that 71% of physicians cite accuracy and reliability as their biggest concern, and 47% say their hospital's AI policies are "still evolving." For PM&R specifically, the Frontiers review warns of a "lab-to-clinic performance gap" — algorithms that look amazing in studies often work worse on real patients. Legal liability, malpractice rules, FDA approval, and patient consent for AI listening all slow rollout.
The good news for young people considering this career: PM&R blends complex diagnostic reasoning with empathy, motivational coaching, and physical procedures — exactly the human skills that AI struggles with. The likeliest future is physiatrists who use AI as a smart assistant to spend more time with patients, not fewer physiatrists overall.

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They help people recover from injuries or illnesses by creating exercise and therapy plans to improve their movement and reduce pain.
Median Wage
>=$239,200
Jobs (2024)
340,700
Growth (2024-34)
+2.5%
Annual Openings
9,600
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 and residents in the diagnosis and treatment of temporary or permanent physically disabling conditions.
Perform electrodiagnosis including electromyography, nerve conduction studies, or somatosensory evoked potentials of neuromuscular disorders or damage.
Provide inpatient or outpatient medical management of neuromuscular disorders, musculoskeletal trauma, acute and chronic pain, deformity or amputation, cardiac or pulmonary disease, or other disabling...
Prescribe therapy services, such as electrotherapy, ultrasonography, heat or cold therapy, hydrotherapy, debridement, short-wave or microwave diathermy, and infrared or ultraviolet radiation, to enhan...
Examine patients to assess mobility, strength, communication, or cognition.
Prescribe physical therapy to relax the muscles and improve strength.
Prescribe orthotic and prosthetic applications and adaptive equipment, such as wheelchairs, bracing, and communication devices, to maximize patient function and self-sufficiency.
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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