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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

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

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

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

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

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

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

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

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

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

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

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

  • Apply current technology to music therapy practices.

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

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

  • 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.

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

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

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

  • Participate in continuing education.

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

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

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

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

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

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

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

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

Technologies & Software

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