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Automation Risk Analysis

Will “Care Provider” be Automated?

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AI Exposure Risk

47%

“Care Provider” 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%

“Care Provider” 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

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

  • 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.

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

  • Train family members to provide bedside care.

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

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

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

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

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

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

Technologies & Software

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