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Automation Risk Analysis

Will “Health Service Worker” be Automated?

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AI Exposure Risk

47%

“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 47% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“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 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Personal Care Aides, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Provide personalized assistance to individuals with disabilities or illness who require help with personal care and activities of daily living support (e.g., feeding, bathing, dressing, grooming, toileting, and ambulation). May also provide help with tasks such as preparing meals, doing light housekeeping, and doing laundry. Work is performed in various settings depending on the needs of the care recipient and may include locations such as their home, place of work, out in the community, or at a daytime nonresidential facility.

Job Title & Hierarchy Code (SOC) Personal Care Aides #31-1122
ℹ️

Data is based on the reference occupation: “Personal Care Aides”

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Core Skills & Abilities

  • Prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor.

  • Transport clients to locations outside the home, such as to physicians' offices or on outings, using a motor vehicle.

  • Instruct or advise clients on issues, such as household cleanliness, utilities, hygiene, nutrition, or infant care.

  • Participate in case reviews, consulting with the team caring for the client, to evaluate the client's needs and plan for continuing services.

  • Perform healthcare-related tasks, such as monitoring vital signs and medication, under the direction of registered nurses or physiotherapists.

  • Train family members to provide bedside care.

  • Care for individuals or families during periods of incapacitation, family disruption, or convalescence, providing companionship, personal care, or help in adjusting to new lifestyles.

  • Plan, shop for, or prepare nutritious meals or assist families in planning, shopping for, or preparing nutritious meals.

  • Administer bedside or personal care, such as ambulation or personal hygiene assistance.

  • Provide clients with communication assistance, typing their correspondence or obtaining information for them.

  • Perform housekeeping duties, such as cooking, cleaning, washing clothes or dishes, or running errands.

Technologies & Software

  • Computer reading software
  • Nuance DAX (Microsoft)
  • ChatGPT (OpenAI)
  • Gemini for Workspace
  • FaceTime
  • Voltage SecureMail
  • Spreadsheet software
  • Mi-Co Mi-Forms
  • Microsoft Copilot
  • Appletree
  • Email software
  • August Systems Visit Wizard
  • MEDITECH software
  • Word processing software
  • Mechanical vibrating massage devices
  • Automatic blood pressure machines
  • Digital video cameras
  • Digital cameras
  • Hammers
  • Telecommunication devices TDD
  • Lower-body prosthetic devices
  • Specimen collection containers
  • Personal computers
  • Transfer boards
  • Patient lifting devices
  • Adjustable wrenches
  • Shower chairs
  • Wheelchairs
  • Screwdrivers
  • Tablet computers
  • Mechanical stethoscopes
  • Crutches
  • Bed scales
  • Braille printing software
  • Mechanical patient lifts
  • Adjustable widemouth pliers
  • Hoyer lifts
  • Paging systems
  • Upper-body prosthetic devices
  • Electronic patient thermometers
  • Hearing aid devices
  • Glucometers
  • Walkers
  • Therapeutic elastic stockings
  • Walking braces
  • Bedpans
  • Blood pressure cuffs
  • Hydraulic tub seats
  • Speech synthesizers
  • Alarm systems
  • Back braces
  • Oxygen delivery equipment
  • Teletypewriters TTY
  • Canes