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Automation Risk Analysis

Will “Certified Nursing Assistant (CNA)” be Automated?

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AI Exposure Risk

46%

“Certified Nursing Assistant (CNA)” 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Certified Nursing Assistant (CNA)” 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 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nursing Assistants, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide or assist with basic care or support under the direction of onsite licensed nursing staff. Perform duties such as monitoring of health status, feeding, bathing, dressing, grooming, toileting, or ambulation of patients in a health or nursing facility. May include medication administration and other health-related tasks. Includes nursing care attendants, nursing aides, and nursing attendants.

Avg. Annual Salary $41,270
Avg. Hourly Wage $19.84
Available Jobs (US) 1,388,430
Job Title & Hierarchy Code (SOC) Nursing Assistants #31-1131
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Nursing Assistants”

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Core Skills & Abilities

  • Undress, wash, and dress patients who are unable to do so for themselves.

  • Explain medical instructions to patients or family members.

  • Restock patient rooms with personal hygiene items, such as towels, washcloths, soap, or toilet paper.

  • Turn or reposition bedridden patients.

  • Communicate with patients to ascertain feelings or need for assistance or social and emotional support.

  • Exercise patients who are comatose, paralyzed, or have restricted mobility.

  • Lift or assist others to lift patients to move them on or off beds, examination tables, surgical tables, or stretchers.

  • Measure and record food and liquid intake or urinary and fecal output, reporting changes to medical or nursing staff.

  • Observe or examine patients to detect symptoms that may require medical attention, such as bruises, open wounds, or blood in urine.

  • Stock or issue medical supplies, such as dressing packs or treatment trays.

  • Provide information, such as directions, visiting hours, or patient status information to visitors or callers.

  • Feed patients or assist patients to eat or drink.

  • Administer medications or treatments, such as catheterizations, suppositories, irrigations, enemas, massages, or douches, as directed by a physician or nurse.

  • Record vital signs, such as temperature, blood pressure, pulse, or respiration rate, as directed by medical or nursing staff.

  • Set up treating or testing equipment, such as oxygen tents, portable radiograph (x-ray) equipment, or overhead irrigation bottles, as directed by a physician or nurse.

  • Supply, collect, or empty bedpans.

  • Collect specimens, such as urine, feces, or sputum.

  • Document or otherwise report observations of patient behavior, complaints, or physical symptoms to nurses.

  • Change bed linens or make beds.

  • Transport patients to treatment units, testing units, operating rooms, or other areas, using wheelchairs, stretchers, or moveable beds.

  • Position or hold patients in position for surgical preparation.

  • Remind patients to take medications or nutritional supplements.

  • Wash, groom, shave, or drape patients to prepare them for surgery, treatment, or examination.

  • Transport specimens, laboratory items, or pharmacy items, ensuring proper documentation and delivery to authorized personnel.

  • Clean and sanitize patient rooms, bathrooms, examination rooms, or other patient areas.

  • Apply clean dressings, slings, stockings, or support bandages, under direction of nurse or physician.

  • Record height or weight of patients.

  • Assist nurses or physicians in the operation of medical equipment or provision of patient care.

  • Gather information from caregivers, nurses, or physicians about patient condition, treatment plans, or appropriate activities.

  • Review patients' dietary restrictions, food allergies, and preferences to ensure patient receives appropriate diet.

  • Prepare or serve food trays.

  • Provide physical support to assist patients to perform daily living activities, such as getting out of bed, bathing, dressing, using the toilet, standing, walking, or exercising.

  • Answer patient call signals, signal lights, bells, or intercom systems to determine patients' needs.

Technologies & Software

  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Medical procedure coding software
  • Medical condition coding software
  • Gemini for Workspace
  • Epic Systems
  • PointClickCare healthcare software
  • Nuance DAX (Microsoft)
  • Microsoft Excel
  • Microsoft Copilot
  • Web browser software
  • MEDITECH software
  • Microsoft Word
  • YouTube
  • Billing software
  • Microsoft Outlook
  • Health information database software
  • Apache Spark
  • Medical record charting software
  • FaceTime
  • Telemetry software
  • GE Healthcare Centricity EMR
  • Oxygen tanks
  • Automated blood pressure cuffs
  • Automated external defibrillators AED
  • Oxygen tents
  • Personal computers
  • Incentive spirometers
  • Electronic patient thermometers
  • Crutches
  • Safety razors
  • Shower chairs
  • Oxygen masks
  • Oxygen nasal cannulas
  • Tympanic thermometers
  • Specimen collection containers
  • Adjustable hospital beds
  • Steam sterilizers
  • Manual blood pressure equipment
  • Walking canes
  • Protective patient restraints
  • Clinical trapeze traction bars
  • Patient walkers
  • Bladder ultrasounds
  • Bed cradles
  • Urinalysis test strips
  • Medical examination protective gloves
  • Photocopying equipment
  • Gait belts
  • Pulse oximeters
  • Therapeutic hot packs
  • Desktop computers
  • Therapeutic cold packs
  • Foot boards
  • Urinals
  • Laptop computers
  • Hospital intercom equipment
  • Anti-embolism elastic stockings
  • Rectal thermometers
  • Oral thermometers
  • Patient transfer boards
  • Patient limb restraints
  • Hospital bedpans
  • Patient arm slings
  • Hydraulic patient lifts
  • Blood glucometers
  • Urinary catheters
  • Patient transport wheelchairs
  • Patient bed scales
  • Mechanical stethoscopes
  • Medical gurneys
  • Multi-line telephone systems
  • Orthopedic splint sets
  • Electronic stethoscopes
  • Medical scales
  • Oxygen therapy equipment