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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

  • 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.

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

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

  • Change dressings.

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

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

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

  • Bathe patients.

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

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

  • Check patients' pulse, temperature, and respiration.

  • 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.

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

  • 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.

Technologies & Software

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