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Automation Risk Analysis

Will “Certified Music Therapist” be Automated?

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AI Exposure Risk

50%

“Certified 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%

“Certified 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.

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

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

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

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

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

  • 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.

  • Apply selected research findings to practice.

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

  • Apply current technology to music therapy practices.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Participate in continuing education.

  • 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.

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

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

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

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

Technologies & Software

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