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Automation Risk Analysis

Will “Home Care Attendant” be Automated?

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AI Exposure Risk

47%

“Home Care Attendant” 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 Attendant” 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

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

  • 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.

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

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

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

  • Train family members to provide bedside care.

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

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

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

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

Technologies & Software

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