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Automation Risk Analysis

Will “SNF RN (Skilled Nursing Facility Registered Nurse)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #31 of 702. Estimated risk: 0.6%

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AI Exposure Risk

51%

“SNF RN (Skilled Nursing Facility Registered Nurse)” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“SNF RN (Skilled Nursing Facility Registered Nurse)” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Speech-Language Pathologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assess and treat persons with speech, language, voice, and fluency disorders. May select alternative communication systems and teach their use. May perform research related to speech and language problems.

Avg. Annual Salary $95,840
Avg. Hourly Wage $46.08
Available Jobs (US) 178,790
Job Title & Hierarchy Code (SOC) Speech-Language Pathologists #29-1127
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Speech-Language Pathologists”

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Core Skills & Abilities

  • Consult with and refer clients to additional medical or educational services.

  • Instruct clients in techniques for more effective communication, such as sign language, lip reading, or voice improvement.

  • Teach clients to control or strengthen tongue, jaw, face muscles, or breathing mechanisms.

  • Develop speech exercise programs to reduce disabilities.

  • Supervise or collaborate with therapy team.

  • Educate patients and family members about various topics, such as communication techniques or strategies to cope with or to avoid personal misunderstandings.

  • Participate in and write reports for meetings regarding patients' progress, such as individualized educational planning (IEP) meetings, in-service meetings, or intervention assistance team meetings.

  • Participate in conferences, training, continuing education courses, or publish research results to share knowledge of new hearing or speech disorder treatment methods or technologies.

  • Evaluate hearing or speech and language test results, barium swallow results, or medical or background information to diagnose and plan treatment for speech, language, fluency, voice, or swallowing disorders.

  • Administer hearing or speech and language evaluations, tests, or examinations to patients to collect information on type and degree of impairments, using written or oral tests or special instruments.

  • Develop individual or group activities or programs in schools to deal with behavior, speech, language, or swallowing problems.

  • Communicate with students who use an alternative method of communications, using sign language or computer technology.

  • Design, develop, or employ alternative diagnostic or communication devices or strategies.

  • Complete administrative responsibilities, such as coordinating paperwork, scheduling case management activities, or writing lesson plans.

  • Develop or implement treatment plans for problems such as stuttering, delayed language, swallowing disorders, or inappropriate pitch or harsh voice problems, based on own assessments and recommendations of physicians, psychologists, or social workers.

  • Supervise students or assistants.

  • Conduct lessons or direct educational or therapeutic games to assist teachers dealing with speech problems.

  • Provide communication instruction to dialect speakers or students with limited English proficiency.

  • Monitor patients' progress and adjust treatments accordingly.

  • Write reports and maintain proper documentation of information, such as client Medicaid or billing records or caseload activities, including the initial evaluation, treatment, progress, and discharge of clients.

  • Consult with and advise educators or medical staff on speech or hearing topics, such as communication strategies or speech and language stimulation.

  • Conduct or direct research on speech or hearing topics and report findings for use in developing procedures, technologies, or treatments.

  • Use computer applications to identify or assist with communication disabilities.

Technologies & Software

  • Qwen (Alibaba)
  • Epic AI
  • Learning Fundamentals Speech Visualization
  • Speech analysis software
  • Nova (Amazon)
  • Avaaz Innovations Computerized Speech Research Environment CSRE
  • ELR Software eLr Extra Language Resources
  • Gemini for Workspace
  • Microsoft Word
  • Glass AI
  • Microsoft Excel
  • Avaaz Innovations AphasiaMate
  • ChatGPT (OpenAI)
  • Email software
  • Propeller Multimedia React2
  • Adobe Audition
  • Biofeedback software
  • Language analysis software
  • Signal analysis software
  • Kimi (Moonshot AI)
  • Abridge
  • Mistral (Mistral AI)
  • Micro Video Voice Speech Training System
  • Claude (Anthropic)
  • Perplexity AI
  • Nabla Copilot
  • Grok (xAI)
  • YouTube
  • Gemini (Google)
  • Text to speech software
  • Microsoft Office software
  • Bungalow Software Aphasia Tutor
  • KayPENTAX Nasometer
  • KayPENTAX Multi-Speech
  • Apple Logic Pro
  • Nuance DAX (Microsoft)
  • Tadpoles
  • Amboss AI
  • DeepSeek
  • Web browser software
  • Avaaz Innovations Interactive Voice Analysis System IVANS
  • Words+ E Z Keys for Windows
  • eClinicalWorks EHR software
  • Llama (Meta)
  • Dropbox
  • Touch switches
  • Laptop computers
  • Jellybean switches
  • Dynamic display devices
  • Laryngographs
  • Closed circuit television systems
  • Digital audio recorders
  • Handheld camcorders
  • Compact stereo systems
  • Desktop computers
  • Tape recorders
  • Video stroboscopes
  • Headphones
  • Sound booths
  • Therapeutic voice synthesizers
  • Alternative computer keyboards
  • Tablet computers
  • Augmentative communication devices
  • Personal computers
  • Digital video stroboscopy systems
  • Audiometers
  • Video cassette recorders VCR
  • Infrared switches
  • Speech therapy mirrors
  • Digital cameras
  • Compact disk CD players
  • Airflow measurement devices
  • Recording microphones
  • Electroglottographs EGG
  • Diagnostic stroboscopes
  • Subglottal air pressure measurement devices
  • Electromyographs EMG
  • Sound switches
  • Reading pens