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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

  • 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.

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

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

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

  • 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.

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

  • Record height or weight of 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.

  • Remind patients to take medications or nutritional supplements.

  • 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.

  • Prepare or serve food trays.

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

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

  • Turn or reposition bedridden patients.

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

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

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

  • Explain medical instructions to patients or family members.

  • Change bed linens or make beds.

  • 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.

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

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

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

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

  • Feed patients or assist patients to eat or drink.

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

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

  • Position or hold patients in position for surgical preparation.

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

  • Supply, collect, or empty bedpans.

Technologies & Software

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