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Automation Risk Analysis

Will “In-Home Care Aide” be Automated?

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AI Exposure Risk

47%

“In-Home Care Aide” 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%

“In-Home Care Aide” 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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

Technologies & Software

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