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Healthcare · Updated Aug 2026

Music Therapists

Plan, organize, direct, or assess clinical and evidenced-based music therapy interventions to positively influence individuals' physical, psychological, cognitive, or behavioral status.

JVS 2.0.0-phase4b
AI Exposure
70/100
High

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

Replacement Risk
58/100
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
Confidence82/100
Task coverage86%

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
Sing or play musical instruments, such as keyboard, guitar, or percussion instruments.High
75
Design or provide music therapy experiences to address client needs, such as using music for self-care, adjusting to life changes, improving cognitive functioning, raising self-esteem, communicating, or controlling impulses.High
73
Design music therapy experiences, using various musical elements to meet client's goals or objectives.High
71
Communicate with clients to build rapport, acknowledge their progress, or reflect upon their reactions to musical experiences.High
70
Customize treatment programs for specific areas of music therapy, such as intellectual or developmental disabilities, educational settings, geriatrics, medical settings, mental health, physical disabilities, or wellness.High
74
Document evaluations, treatment plans, case summaries, or progress or other reports related to individual clients or client groups.High
73
Plan or structure music therapy sessions to achieve appropriate transitions, pacing, sequencing, energy level, or intensity in accordance with treatment plans.High
72
Assess client functioning levels, strengths, and areas of need in terms of perceptual, sensory, affective, communicative, musical, physical, cognitive, social, spiritual, or other abilities.High
73
Integrate behavioral, developmental, improvisational, medical, or neurological approaches into music therapy treatments.High
74
Improvise instrumentally, vocally, or physically to meet client's therapeutic needs.High
62
Observe and document client reactions, progress, or other outcomes related to music therapy.High
55
Establish client goals or objectives for music therapy treatment, considering client needs, capabilities, interests, overall therapeutic program, coordination of treatment, or length of treatment.High
70
Gather diagnostic data from sources such as case documentation, observations of clients, or interviews with clients or family members.High
71
Select or adapt musical instruments, musical equipment, or non-musical materials, such as adaptive devices or visual aids, to meet treatment objectives.High
73
Engage clients in music experiences to identify client responses to different styles of music, types of musical experiences, such as improvising or listening, or elements of music, such as tempo or harmony.High
58
Compose, arrange, or adapt music for music therapy treatments.High
75
Communicate client assessment findings and recommendations in oral, written, audio, video, or other forms.High
74
Confer with professionals on client's treatment team to develop, coordinate, or integrate treatment plans.High
72
Supervise staff, volunteers, practicum students, or interns engaged in music therapy activities.Medium
63
Analyze or synthesize client data to draw conclusions or make recommendations for therapy.Medium
75
Collaborate with others to design or implement interdisciplinary treatment programs.Medium
75
Most exposed

Where AI can do more

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

  1. Sing or play musical instruments, such as keyboard, guitar, or percussion instruments.75
  2. Compose, arrange, or adapt music for music therapy treatments.75
  3. Analyze or synthesize client data to draw conclusions or make recommendations for therapy.75
  4. Collaborate with others to design or implement interdisciplinary treatment programs.75
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. Sing or play musical instruments, such as keyboard, guitar, or percussion instruments.01
  2. Customize treatment programs for specific areas of music therapy, such as intellectual or developmental disabilities, educational settings, geriatrics, medical settings, mental health, physical disabilities, or wellness.02
  3. Plan or structure music therapy sessions to achieve appropriate transitions, pacing, sequencing, energy level, or intensity in accordance with treatment plans.03
  4. Integrate behavioral, developmental, improvisational, medical, or neurological approaches into music therapy treatments.04
  5. Select or adapt musical instruments, musical equipment, or non-musical materials, such as adaptive devices or visual aids, to meet treatment objectives.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 dependency53
Physical dependency46
Adoption pressure40
Labour-market resilience62
Methodology & sources

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

Confidence82/100
CalculatedAug 21, 2026
Read methodology →