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Automation Risk Analysis

Will “Health Care Aide” be Automated?

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AI Exposure Risk

46%

“Health Care Aide” 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%

“Health Care Aide” 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

  • Position or hold patients in position for surgical preparation.

  • Feed patients or assist patients to eat or drink.

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

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

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

  • Record height or weight of patients.

  • Supply, collect, or empty bedpans.

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

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

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

  • 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.

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

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

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

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

  • Prepare or serve food trays.

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

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

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

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

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

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

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

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

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

  • Explain medical instructions to patients or family members.

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

  • Turn or reposition bedridden patients.

  • Change bed linens or make beds.

  • 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.

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

  • Remind patients to take medications or nutritional supplements.

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

Technologies & Software

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