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Automation Risk Analysis

Will “Health Service Worker” be Automated?

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AI Exposure Risk

46%

“Health Service Worker” 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 Service Worker” 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

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

  • Change bed linens or make beds.

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

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

  • Supply, collect, or empty bedpans.

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

  • 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.

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

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

  • Turn or reposition bedridden patients.

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

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

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

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

  • Feed patients or assist patients to eat or drink.

  • Prepare or serve food trays.

  • Record height or weight of patients.

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

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

  • Explain medical instructions to patients or family members.

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

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

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

  • 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.

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

  • Position or hold patients in position for surgical preparation.

  • 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.

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

  • 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.

  • Remind patients to take medications or nutritional supplements.

Technologies & Software

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