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Automation Risk Analysis

Will “Rehabilitation Therapist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #1 of 702. Estimated risk: 0.3%

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AI Exposure Risk

44%

“Rehabilitation Therapist” will probably not 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 44% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Rehabilitation 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 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Recreational Therapists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate medically-approved recreation programs for patients in hospitals, nursing homes, or other institutions. Activities include sports, trips, dramatics, social activities, and crafts. May assess a patient condition and recommend appropriate recreational activity.

Avg. Annual Salary $65,350
Avg. Hourly Wage $31.42
Available Jobs (US) 15,060
Job Title & Hierarchy Code (SOC) Recreational Therapists #29-1125
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Recreational Therapists”

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Related Occupations & Automation Risk

Medical Dosimetrists

AI Risk 60%
Robot Risk 43%

Urologists

AI Risk 60%
Robot Risk 53%

Medical and Clinical Laboratory Technologists

AI Risk 59%
Robot Risk 57%

General Internal Medicine Physicians

AI Risk 56%
Robot Risk 41%

Patient Representatives

AI Risk 56%
Robot Risk 36%

Pharmacy Technicians

AI Risk 56%
Robot Risk 49%

Core Skills & Abilities

  • Develop treatment plan to meet needs of patient, based on needs assessment, patient interests, and objectives of therapy.

  • Observe, analyze, and record patients' participation, reactions, and progress during treatment sessions, modifying treatment programs as needed.

  • Confer with members of treatment team to plan and evaluate therapy programs.

  • Prepare and submit reports and charts to treatment team to reflect patients' reactions and evidence of progress or regression.

  • Obtain information from medical records, medical staff, family members and the patients, themselves, to assess patients' capabilities, needs and interests.

  • Instruct patient in activities and techniques, such as sports, dance, music, art, or relaxation techniques, designed to meet their specific physical or psychological needs.

  • Encourage clients with special needs and circumstances to acquire new skills and get involved in health-promoting leisure activities, such as sports, games, arts and crafts, and gardening.

  • Conduct therapy sessions to improve patients' mental and physical well-being.

  • Counsel and encourage patients to develop leisure activities.

  • Develop discharge plans for patients.

  • Plan, organize, direct, and participate in treatment programs and activities to facilitate patients' rehabilitation, help them integrate into the community, and prevent further medical problems.

Technologies & Software

  • Microsoft Excel
  • Microsoft Word
  • Glass AI
  • Avid Technology Sibelius
  • Nuance DAX (Microsoft)
  • Steinberg Cubase Pro
  • Email software
  • Microsoft Outlook
  • Nabla Copilot
  • Perplexity AI
  • Patient electronic medical record EMR software
  • Hyperscore
  • Microsoft PowerPoint
  • MakeMusic Finale
  • Amboss AI
  • Web browser software
  • Abridge
  • Musical instrument digital interface MIDI software
  • Microsoft Office software
  • Epic AI
  • Speech recognition software
  • Gemini for Workspace
  • Kayaks
  • Basketballs
  • Acoustic guitars
  • Golf clubs
  • Snow skis
  • Fluidotherapy equipment
  • Laptop computers
  • Archery bows
  • Personal computers
  • Fishing poles
  • Audio tape recorders
  • Shuffleboard equipment
  • Motorized wheelchairs
  • Bowling balls
  • Exercise bicycles
  • Harmonicas
  • Desktop computers
  • Pianos
  • Digital camcorders
  • Therapeutic weight machines
  • Baseballs
  • Ping pong paddles
  • Volleyballs
  • Handbells
  • Water skis
  • Footballs
  • Racing wheelchairs
  • Pottery wheels
  • Therapeutic treadmills
  • Pool cues
  • Drum sets
  • Tennis rackets
  • Skeet shooting equipment
  • Recreational rowboats
  • Recreational sailboats
  • Digital drumsticks
  • Digital cameras
  • Electronic keyboards
  • Oil painting brushes
  • 35 millimeter cameras
  • Bicycles
  • Softballs
  • Compact disk CD players
  • Patient hoists
  • Headpointers
  • Canoes
  • Free weights
  • Baseball bats
  • Electronic metronomes
  • Wood carving tools
  • Digital audio recorders
  • Croquet sets

Alternative Job Titles