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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

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

  • Participate in continuing education.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Apply current technology to music therapy practices.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • Apply selected research findings to practice.

  • 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

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