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Automation Risk Analysis

Will “Residential Aide” be Automated?

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AI Exposure Risk

40%

“Residential Aide” 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%

“Residential Aide” 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

  • 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.

  • Check patients' pulse, temperature, and respiration.

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

  • Bathe patients.

  • Change dressings.

  • 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.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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