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Automation Risk Analysis

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

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AI Exposure Risk

46%

“Certified Nursing Attendant (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 Attendant (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

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

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

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

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

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

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

  • Supply, collect, or empty bedpans.

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

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

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

  • 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.

  • Prepare or serve food trays.

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

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

  • Remind patients to take medications or nutritional supplements.

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

  • Record height or weight of patients.

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

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

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

  • Feed patients or assist patients to eat or drink.

  • 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.

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

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

  • Turn or reposition bedridden patients.

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

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

  • Explain medical instructions to patients or family members.

  • Position or hold patients in position for surgical preparation.

  • 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.

  • Change bed linens or make beds.

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

Technologies & Software

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