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Automation Risk Analysis

Will “Guardian Family Member” be Automated?

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AI Exposure Risk

47%

“Guardian Family Member” 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%

“Guardian Family Member” 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

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

  • 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.

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

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

  • Train family members to provide bedside care.

  • 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.

  • 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.

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

Technologies & Software

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