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Healthcare · Updated Aug 2026

Physical Medicine and Rehabilitation Physicians

Diagnose and treat disorders requiring physiotherapy to provide physical, mental, and occupational rehabilitation.

JVS 2.0.0-phase4b
AI Exposure
58/100
Moderate

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
49/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence83/100
Task coverage87%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Document examination results, treatment plans, and patients' outcomes.High
65
Assess characteristics of patients' pain, such as intensity, location, or duration, using standardized clinical measures.High
64
Coordinate physical medicine and rehabilitation services with other medical activities.High
69
Prescribe physical therapy to relax the muscles and improve strength.High
67
Examine patients to assess mobility, strength, communication, or cognition.High
55
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.High
67
Consult or coordinate with other rehabilitative professionals, including physical and occupational therapists, rehabilitation nurses, speech pathologists, neuropsychologists, behavioral psychologists, social workers, or medical technicians.High
69
Perform electrodiagnosis, including electromyography, nerve conduction studies, or somatosensory evoked potentials of neuromuscular disorders or damage.High
66
Instruct interns and residents in the diagnosis and treatment of temporary or permanent physically disabling conditions.High
66
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.High
45
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.High
34
Monitor effectiveness of pain management interventions, such as medication or spinal injections.High
35
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Coordinate physical medicine and rehabilitation services with other medical activities.69
  2. Consult or coordinate with other rehabilitative professionals, including physical and occupational therapists, rehabilitation nurses, speech pathologists, neuropsychologists, behavioral psychologists, social workers, or medical technicians.69
  3. Prescribe physical therapy to relax the muscles and improve strength.67
  4. 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.67
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Prescribe physical therapy to relax the muscles and improve strength.01
  2. 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.02
  3. Perform electrodiagnosis, including electromyography, nerve conduction studies, or somatosensory evoked potentials of neuromuscular disorders or damage.03
  4. Instruct interns and residents in the diagnosis and treatment of temporary or permanent physically disabling conditions.04
  5. Monitor effectiveness of pain management interventions, such as medication or spinal injections.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency66
Physical dependency42
Adoption pressure58
Labour-market resilience73
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence83/100
CalculatedAug 21, 2026
Read methodology →