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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

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

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

  • Refer clients to community resources or services.

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

  • Obtain patients' informed consent to proposed interventions.

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

  • Direct group rehabilitation activities.

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

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

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

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

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

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

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

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

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

  • Construct, maintain, or repair medical supportive devices.

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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