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Automation Risk Analysis

Will “Home Care Provider” be Automated?

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AI Exposure Risk

47%

“Home 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%

“Home 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

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

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

  • Train family members to provide bedside care.

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

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

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

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

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

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

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

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

Technologies & Software

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