Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Phys Med/Rehab Physician:

63.2%

Median Score

Meaningful human contribution

High

Long-term employer demand

Med

Sustained economic opportunity

High

Our confidence in this score:
Low-medium

Methodology and Scoring Rationale

To score how resilient physical medicine and rehabilitation physician 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 physiatrists, five of eight sources had data, which is why confidence sits at low-medium. On AI exposure, Anthropic and Will Robots Take My Job agreed that hands-on diagnosis and personalized rehab planning stay firmly human, while our AI Resilience Model flagged some routine tasks as automatable. Strong pay signals and high human contribution pushed the score up, landing this career at "Mostly Resilient."

AI Resilience Report forPhysical Medicine and Rehabilitation Physicians

$265,930 median salary•9,400 annual openings•SOC Code: 29-1229.04

Physical Medicine and Rehabilitation Physicians are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.

Physical medicine and rehabilitation physicians are labeled "Mostly Resilient" because the heart of their work, including hands-on exams, electrodiagnosis, building long-term patient relationships, and creating personalized therapy plans, relies on human judgment and empathy that AI simply cannot replicate. AI is already stepping in to handle time-consuming tasks like paperwork, scheduling, and summarizing medical literature, which actually frees physiatrists to focus more on their patients (one pilot study found doctors who felt able to give patients their full attention jumped from 58% to 93% after using AI tools).

Learn more about how you can thrive in this position

This role is mostly resilient

Physical medicine and rehabilitation physicians are labeled "Mostly Resilient" because the heart of their work, including hands-on exams, electrodiagnosis, building long-term patient relationships, and creating personalized therapy plans, relies on human judgment and empathy that AI simply cannot replicate. AI is already stepping in to handle time-consuming tasks like paperwork, scheduling, and summarizing medical literature, which actually frees physiatrists to focus more on their patients (one pilot study found doctors who felt able to give patients their full attention jumped from 58% to 93% after using AI tools).

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Analysis of current AI resilience

Phys Med/Rehab Physician

Updated quarterly

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Latest AI news for Phys Med/Rehab Physician

These articles illuminate the evolving role of AI in Physical Medicine and Rehabilitation (PM&R), highlighting its potential to enhance patient care. For instance, the systematic review on AI in rehabilitation explores how AI-guided interventions can improve treatment outcomes. Meanwhile, Dr. James Cotton discusses future trends, emphasizing the integration of AI in clinical practice. As AI reshapes healthcare, aspiring PM&R professionals can embrace these innovations, ensuring their skills remain relevant and resilient in an AI-driven landscape.

More Career Info

Career: Physical Medicine and Rehabilitation Physicians

They help people recover from injuries or illnesses by creating exercise and therapy plans to improve their movement and reduce pain.

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

95% ResilienceCore Task

Instruct interns and residents in the diagnosis and treatment of temporary or permanent physically disabling conditions.

2

94% ResilienceCore Task

Perform electrodiagnosis, including electromyography, nerve conduction studies, or somatosensory evoked potentials of neuromuscular disorders or damage.

3

94% ResilienceCore Task

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...

4

93% ResilienceCore Task

Consult or coordinate with other rehabilitative professionals, including physical and occupational therapists, rehabilitation nurses, speech pathologists, neuropsychologists, behavioral psychologists,...

5

92% ResilienceCore Task

Examine patients to assess mobility, strength, communication, or cognition.

6

91% ResilienceCore Task

Diagnose or treat performance-related conditions, such as sports injuries or repetitive-motion injuries.

7

90% ResilienceCore Task

Coordinate physical medicine and rehabilitation services with other medical activities.

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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