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Automation Risk Analysis

Will “Habilitation Training Specialist” be Automated?

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AI Exposure Risk

40%

“Habilitation Training Specialist” 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%

“Habilitation Training Specialist” 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.

  • 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.

  • Bathe patients.

  • 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.

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

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

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

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

  • 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.

  • 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.

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

  • Change dressings.

Technologies & Software

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