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Automation Risk Analysis

Will “Neurologic Music Therapist” be Automated?

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AI Exposure Risk

50%

“Neurologic Music Therapist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Neurologic Music Therapist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Music Therapists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, organize, direct, or assess clinical and evidenced-based music therapy interventions to positively influence individuals' physical, psychological, cognitive, or behavioral status.

Job Title & Hierarchy Code (SOC) Music Therapists #29-1129.02
ℹ️

Data is based on the reference occupation: “Music Therapists”

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Core Skills & Abilities

  • Conduct, or assist in the conduct of, music therapy research.

  • Apply current technology to music therapy practices.

  • Conduct information sharing sessions, such as in-service workshops for other professionals, potential client groups, or the general community.

  • Select or adapt musical instruments, musical equipment, or non-musical materials, such as adaptive devices or visual aids, to meet treatment objectives.

  • Document evaluations, treatment plans, case summaries, or progress or other reports related to individual clients or client groups.

  • Assess client functioning levels, strengths, and areas of need in terms of perceptual, sensory, affective, communicative, musical, physical, cognitive, social, spiritual, or other abilities.

  • Participate in continuing education.

  • Establish client goals or objectives for music therapy treatment, considering client needs, capabilities, interests, overall therapeutic program, coordination of treatment, or length of treatment.

  • Supervise staff, volunteers, practicum students, or interns engaged in music therapy activities.

  • Improvise instrumentally, vocally, or physically to meet client's therapeutic needs.

  • Apply selected research findings to practice.

  • Analyze or synthesize client data to draw conclusions or make recommendations for therapy.

  • Communicate with clients to build rapport, acknowledge their progress, or reflect upon their reactions to musical experiences.

  • Communicate client assessment findings and recommendations in oral, written, audio, video, or other forms.

  • Confer with professionals on client's treatment team to develop, coordinate, or integrate treatment plans.

  • Collaborate with others to design or implement interdisciplinary treatment programs.

  • Analyze data to determine the effectiveness of specific treatments or therapy approaches.

  • Gather diagnostic data from sources such as case documentation, observations of clients, or interviews with clients or family members.

  • Assess the risks and benefits of treatment termination for clients.

  • Plan or structure music therapy sessions to achieve appropriate transitions, pacing, sequencing, energy level, or intensity in accordance with treatment plans.

  • 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.

  • Identify and respond to emergency physical or mental health situations.

  • Compose, arrange, or adapt music for music therapy treatments.

  • 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.

  • 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.

  • Observe and document client reactions, progress, or other outcomes related to music therapy.

  • Design music therapy experiences, using various musical elements to meet client's goals or objectives.

  • Integrate behavioral, developmental, improvisational, medical, or neurological approaches into music therapy treatments.

  • Adapt existing or develop new music therapy assessment instruments or procedures to meet an individual client's needs.

  • Sing or play musical instruments, such as keyboard, guitar, or percussion instruments.

Technologies & Software

  • Claude (Anthropic)
  • Gemini (Google)
  • DeepSeek
  • Amboss AI
  • Microsoft Office software
  • Nabla Copilot
  • Electronic health record EHR software
  • Kimi (Moonshot AI)
  • Gemini for Workspace
  • Nova (Amazon)
  • Qwen (Alibaba)
  • Avid Technology Pro Tools
  • Perplexity AI
  • Epic AI
  • Nuance DAX (Microsoft)
  • ChatGPT (OpenAI)
  • Llama (Meta)
  • Musical instrument digital interface MIDI software
  • Abridge
  • Virtual instrument software
  • Email software
  • Web browser software
  • Glass AI
  • Mistral (Mistral AI)
  • Grok (xAI)
  • Violins
  • Musical flutes
  • Orchestral cymbals
  • Automatic blood pressure cuffs
  • Electronic organs
  • Computer laser printers
  • Digital video cameras
  • MP3 players
  • Acoustic guitars
  • Bass drums
  • Timpani
  • Personal computers
  • Pianos
  • Heart rate monitors
  • Tablet computers
  • Digital audio recorders
  • Cellos
  • Rhythm instruments
  • Laptop computers
  • Autoharps
  • Handheld microphones
  • Electronic keyboards
  • Metallophones
  • Music video games
  • Snare drums
  • Compact disk CD players
  • Video game consoles
  • Handbells