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Automation Risk Analysis

Will “Public School System Music Therapist” be Automated?

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AI Exposure Risk

50%

“Public School System 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%

“Public School System 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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • Participate in continuing education.

  • Apply current technology to music therapy practices.

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

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

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

  • 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.

  • Apply selected research findings to practice.

Technologies & Software

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