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Automation Risk Analysis

Will “Skilled Nursing Facility Physical Therapist (SNF PT)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #90 of 702. Estimated risk: 2.1%

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AI Exposure Risk

44%

“Skilled Nursing Facility Physical Therapist (SNF PT)” 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

44%

“Skilled Nursing Facility Physical Therapist (SNF PT)” 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 44% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Physical Therapists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assess, plan, organize, and participate in rehabilitative programs that improve mobility, relieve pain, increase strength, and improve or correct disabling conditions resulting from disease or injury.

Avg. Annual Salary $102,400
Avg. Hourly Wage $49.23
Available Jobs (US) 248,630
Job Title & Hierarchy Code (SOC) Physical Therapists #29-1123
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

  • Construct, maintain, or repair medical supportive devices.

  • Confer with the patient, medical practitioners, or appropriate others to plan, implement, or assess the intervention program.

  • Direct group rehabilitation activities.

  • Perform and document an initial exam, evaluating data to identify problems and determine a diagnosis prior to intervention.

  • Conduct or support research and apply research findings to practice.

  • Obtain patients' informed consent to proposed interventions.

  • Refer clients to community resources or services.

  • Plan, prepare, or carry out individually designed programs of physical treatment to maintain, improve, or restore physical functioning, alleviate pain, or prevent physical dysfunction in patients.

  • Direct, supervise, assess, and communicate with supportive personnel.

  • Participate in community or community agency activities or help to formulate public policy.

  • Teach physical therapy students or those in other health professions.

  • Test and measure patient's strength, motor development and function, sensory perception, functional capacity, or respiratory or circulatory efficiency and record data.

  • Discharge patient from physical therapy when goals or projected outcomes have been attained and provide for appropriate follow-up care or referrals.

  • Identify and document goals, anticipated progress, and plans for reevaluation.

  • Evaluate effects of treatment at various stages and adjust treatments to achieve maximum benefit.

  • Provide educational information about physical therapy or physical therapists, injury prevention, ergonomics, or ways to promote health.

  • Administer manual exercises, massage, or traction to help relieve pain, increase patient strength, or decrease or prevent deformity or crippling.

  • Provide information to the patient about the proposed intervention, its material risks and expected benefits, and any reasonable alternatives.

  • Evaluate, fit, or adjust prosthetic or orthotic devices or recommend modification to orthotist.

  • Administer treatment involving application of physical agents, using equipment, moist packs, ultraviolet or infrared lamps, or ultrasound machines.

  • Inform patients and refer to appropriate practitioners when diagnosis reveals findings outside physical therapy.

  • Record prognosis, treatment, response, and progress in patient's chart or enter information into computer.

  • Review physician's referral and patient's medical records to help determine diagnosis and physical therapy treatment required.

  • Instruct patient and family in treatment procedures to be continued at home.

Technologies & Software

  • Cedaron Dexter Evaluation & Impairment Rating
  • Clinicient Insight
  • Nabla Copilot
  • Patient charting software
  • Microsoft Excel
  • Microsoft Office software
  • Exercise routine creation software
  • MediGraph
  • Prognosis Innovation Healthcare ChartAccess
  • SpectraSoft AppointmentsCS
  • Microsoft Outlook
  • Amboss AI
  • Biometrics video game software
  • Nuance DAX (Microsoft)
  • Microsoft Word
  • Hands On Technology TheraWriter.PT
  • Glass AI
  • Gemini for Workspace
  • Epic AI
  • Medical procedure coding software
  • Rehab Documentation Company ReDoc Suite
  • eClinicalWorks EHR software
  • Abridge
  • Advantage Software Physical Therapy Advantage
  • Recordkeeping software
  • Perplexity AI
  • MEDITECH software
  • Medical condition coding software
  • Percussion hammers
  • Hydraulic hand dynamometers
  • Canes
  • Hydrocollator heating units
  • Reachers
  • Therapeutic treadmill exercisers
  • Balance beams
  • Occipivots
  • Fluidotherapy equipment
  • Rowing machines
  • Ultrasound machines
  • Training stairs
  • Compression garments
  • Orthotics
  • Adjusting tables
  • Hospital roto beds
  • Below-the-knee prosthetics
  • Neurological hammers
  • Infrared lamps
  • Biomechanical ankle platform system BAPS systems
  • Computerized dynamic posturography (CDP) balance test systems
  • Parallel bars
  • Upper body ergometers
  • Ice packs
  • Swiss exercise balls
  • Weights
  • Stepper exercisers
  • Standing tables
  • Exercise bicycles
  • Isokinetic upper body testing/rehabilitation equipment
  • Bolsters/wedges
  • Iontophoresis equipment
  • Transcutaneous electric nerve stimulation TENS equipment
  • Axial-resistance shoulder wheels
  • Shoulder wheels
  • Low volt muscle stimulators
  • Continuous passive motion CPM machines
  • Electronic blood pressure units
  • Rebounders
  • Moist hot packs
  • Diathermy equipment
  • High-voltage galvanic stimulation machines
  • Wheelchairs
  • Hoyer lifts
  • Isotonic exercise equipment
  • Pelvic traction equipment
  • Multiaxial exercise equipment
  • Electromyographs EMG
  • Paraffin baths
  • Balance boards
  • Portable cardiac monitors
  • Pulley exercise systems
  • Lumbar pivots
  • Above-the-knee prosthetics
  • Wall pulleys
  • Personal computers
  • Mechanical stethoscopes
  • Phonopheresis equipment
  • Ultraviolet UV lamps
  • Shoulder finger ladders
  • Digital inclinometer range of motion measurement instruments
  • Electronic manual muscle testers
  • Massagers
  • Whirlpool therapy baths
  • Force sensors
  • Arm prosthetics
  • Aquacisers
  • Cervical pivots
  • Exercise balls
  • Isokinetic lower body testing/rehabilitation equipment
  • Traction equipment
  • Functional electrical stimulation FES equipment
  • Sacro-illiac joint lumbar corsets
  • Digital cameras
  • Knee braces
  • Sliding boards
  • Neuromuscular stimulation equipment
  • Surface electromyography equipment
  • Traction and mobilization physical therapy tables
  • Resistive exercise bands
  • Biofeedback units
  • Traction belts
  • Otoscopes
  • Babinski hammers
  • Walkers
  • Blood pressure cuffs
  • Laptop computers
  • Digital video cameras
  • Tilt tables
  • Walking braces
  • Goniometers or arthrometers
  • Cryotherapy equipment
  • Heart rate monitors
  • Inversion physical therapy tables
  • Neck braces
  • Thoracic pivots
  • Gait belts
  • Digital video equipment
  • Muscle testing equipment
  • Total lift chairs
  • Interferential electrical stimulation machines
  • Powder boards
  • Resistive tubing
  • Laser printers
  • Muscle strength dynamometers
  • Fitness machines
  • Crutches