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Automation Risk Analysis

Will “Therapist” be Automated?

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AI Exposure Risk

50%

“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%

“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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

  • Apply selected research findings to practice.

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

Technologies & Software

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