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Automation Risk Analysis

Will “Companion” be Automated?

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AI Exposure Risk

40%

“Companion” 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%

“Companion” 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

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

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

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

  • Bathe patients.

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

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

  • 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.

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

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

  • 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.

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

  • 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.

  • Check patients' pulse, temperature, and respiration.

Technologies & Software

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