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Automation Risk Analysis

Will “Caregiver” be Automated?

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AI Exposure Risk

40%

“Caregiver” 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%

“Caregiver” 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 with help moving in and out of beds, baths, wheelchairs, or automobiles and with dressing and grooming.

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

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

  • Change dressings.

  • 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.

  • 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.

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

  • 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.

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

  • Bathe patients.

  • Check patients' pulse, temperature, and respiration.

  • 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.

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

Technologies & Software

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