Physical Medicine and Rehabilitation Physicians

Physical Medicine and Rehabilitation Physicians score 27 out of 100, which is moderate exposure to AI. That ranks #565 of 923 US occupations, where #1 is the most exposed. Of the 15 tasks in this job, AI could speed up 1 on its own and 6 more with extra software built on top of it. In April–May 2026, 1 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

27/ 100

Moderate

Rank: #565of 923 jobs
US workers: 342,720for Physicians, All Other
Median pay: $265,930a year
In real AI use: 1 of 15tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 1 (7%)
AI can speed this up with extra software: 6 (40%)
Little or no AI speed-up: 8 (53%)

Document examination results, treatment plans, and patients' outcomes.AI can speed this up on its own · core task
Assess characteristics of patients' pain, such as intensity, location, or duration, using standardized clinical measures.AI can speed this up with extra software · core task
Monitor effectiveness of pain management interventions, such as medication or spinal injections.AI can speed this up with extra software · core task
Develop comprehensive plans for immediate and long-term rehabilitation, including therapeutic exercise, speech and occupational therapy, counseling, cognitive retraining, patient, family or caregiver education, or community reintegration.AI can speed this up with extra software · core task
Coordinate physical medicine and rehabilitation services with other medical activities.AI can speed this up with extra software · core task
Instruct interns and residents in the diagnosis and treatment of temporary or permanent physically disabling conditions.AI can speed this up with extra software · core task
Diagnose or treat performance-related conditions, such as sports injuries or repetitive-motion injuries.AI can speed this up with extra software · core task · Seen in real AI use
Examine patients to assess mobility, strength, communication, or cognition.Little or no AI speed-up · core 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 conditions.Little or no AI speed-up · core task
Perform electrodiagnosis, including electromyography, nerve conduction studies, or somatosensory evoked potentials of neuromuscular disorders or damage.Little or no AI speed-up · core task
Prescribe physical therapy to relax the muscles and improve strength.Little or no AI speed-up · core task
Consult or coordinate with other rehabilitative professionals, including physical and occupational therapists, rehabilitation nurses, speech pathologists, neuropsychologists, behavioral psychologists, social workers, or medical technicians.Little or no AI speed-up · core task
Prescribe therapy services, such as electrotherapy, ultrasonography, heat or cold therapy, hydrotherapy, debridement, short-wave or microwave diathermy, and infrared or ultraviolet radiation, to enhance rehabilitation.Little or no AI speed-up · core task
Prescribe orthotic and prosthetic applications and adaptive equipment, such as wheelchairs, bracing, or communication devices, to maximize patient function and self-sufficiency.Little or no AI speed-up · core task
Conduct physical tests, such as functional capacity evaluations, to determine injured workers' capabilities to perform the physical demands of their jobs.Little or no AI speed-up · core task

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Questions about physical medicine and rehabilitation physicians and AI

Will AI replace physical medicine and rehabilitation physicians?

Unlikely. Most of the work is hard for today's AI to speed up. Physical Medicine and Rehabilitation Physicians score 27 out of 100 (moderate exposure), #565 of 923 US jobs. AI could speed up 7 of the job's 15 tasks, 1 of them on its own, while 8 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which physical medicine and rehabilitation physicians tasks can AI do?

The most exposed tasks include "Document examination results, treatment plans, and patients' outcomes".

Which physical medicine and rehabilitation physicians tasks are hardest for AI?

Tasks with little or no AI speed-up include "Examine patients to assess mobility, strength, communication, or cognition"; "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 conditions"; "Perform electrodiagnosis, including electromyography, nerve conduction studies, or somatosensory evoked potentials of neuromuscular disorders or damage".

Are people already using AI for this work?

Yes. In April–May 2026, 1 of the 15 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as physical medicine and rehabilitation physicians, and what do they earn?

About 342,720 people in the US (figure for Physicians, All Other), with median pay of $265,930 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.