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Automation Risk Analysis

Will “Home Provider” be Automated?

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AI Exposure Risk

40%

“Home Provider” 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%

“Home Provider” 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.

  • Change dressings.

  • 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.

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

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

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

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

  • Bathe patients.

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

  • 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.

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

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

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

Technologies & Software

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