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Automation Risk Analysis

Will “Activity Therapist” be Automated?

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AI Exposure Risk

50%

“Activity 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%

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

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

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

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

  • Apply current technology to music therapy practices.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

  • Apply selected research findings to practice.

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

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

  • 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.

  • Participate in continuing education.

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

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

Technologies & Software

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