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Automation Risk Analysis

Will “Care Worker” be Automated?

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AI Exposure Risk

40%

“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 40% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“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 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Home Health Aides, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Monitor the health status of an individual with disabilities or illness, and address their health-related needs, such as changing bandages, dressing wounds, or administering medication. Work is performed under the direction of offsite or intermittent onsite licensed nursing staff. Provide assistance with routine healthcare tasks or activities of daily living, such as feeding, bathing, toileting, or ambulation. May also help with tasks such as preparing meals, doing light housekeeping, and doing laundry depending on the patient's abilities.

Job Title & Hierarchy Code (SOC) Home Health Aides #31-1121
ℹ️

Data is based on the reference occupation: “Home Health Aides”

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Core Skills & Abilities

  • Provide patients and families with emotional support and instruction in areas such as caring for infants, preparing healthy meals, living independently, or adapting to disability or illness.

  • Maintain records of patient care, condition, progress, or problems to report and discuss observations with supervisor or case manager.

  • Direct patients in simple prescribed exercises or in the use of braces or artificial limbs.

  • Care for children with disabilities or who have sick parents or parents with disabilities.

  • Provide patients with help moving in and out of beds, baths, wheelchairs, or automobiles and with dressing and grooming.

  • Accompany clients to doctors' offices or on other trips outside the home, providing transportation, assistance, and companionship.

  • Plan, purchase, prepare, or serve meals to patients or other family members, according to prescribed diets.

  • Change dressings.

  • Check patients' pulse, temperature, and respiration.

  • Entertain, converse with, or read aloud to patients to keep them mentally healthy and alert.

  • Care for patients by changing bed linens, washing and ironing laundry, cleaning, or assisting with their personal care.

  • Perform a variety of duties as requested by client, such as obtaining household supplies or running errands.

  • Massage patients or apply preparations or treatments, such as liniment, alcohol rubs, or heat-lamp stimulation.

  • Administer prescribed oral medications, under the written direction of physician or as directed by home care nurse or aide, and ensure patients take their medicine.

  • Bathe patients.

Technologies & Software

  • Linux
  • Oracle Database
  • Microsoft Excel
  • Microsoft PowerPoint
  • Salesforce software
  • ChatGPT (OpenAI)
  • Word processing software
  • Microsoft SharePoint
  • Microsoft Office software
  • AIGHD OASIS
  • Microsoft Word
  • Microsoft Copilot
  • Microsoft Access
  • Web browser software
  • UNIX
  • Microsoft Exchange
  • FaceTime
  • Enterprise resource planning ERP software
  • Gemini for Workspace
  • Nuance DAX (Microsoft)
  • Python
  • SAP software
  • Microsoft Windows
  • Mi-Co software
  • Microsoft Outlook
  • Ice collars
  • Abdominal binders
  • Ostomy bags
  • Wheelchairs
  • Restraints
  • Anti-embolism elastic stockings
  • Canes
  • Personal digital assistants PDA
  • Crutches
  • Transcutaneous electric nerve stimulation TENS equipment
  • Urinalysis test strips
  • Oxygen equipment
  • Home care ventilators
  • Foot boards
  • Gait belts
  • Enema equipment
  • Manual blood pressure cuffs
  • Patient lifters
  • Upper extremity prosthetic devices
  • Hoyer lifts
  • Glucometers
  • Ice caps
  • Walking braces
  • Knee braces
  • Bathtub seats
  • Bed cradles
  • Notebook computers
  • Walkers
  • Lower extremity prosthetic devices
  • Electronic blood pressure cuffs
  • Heat lamps
  • Desktop computers