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Automation Risk Analysis

Will “Direct Care Worker” be Automated?

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AI Exposure Risk

47%

“Direct Care Worker” 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%

“Direct Care Worker” 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.

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

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

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

  • 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.

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

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

  • Train family members to provide bedside care.

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

Technologies & Software

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