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Automation Risk Analysis

Will “Direct Care Worker” be Automated?

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AI Exposure Risk

40%

“Direct Care Worker” 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%

“Direct Care Worker” 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

  • 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.

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

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

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

  • Change dressings.

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

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

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

  • Bathe patients.

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

  • Check patients' pulse, temperature, and respiration.

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

  • 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.

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

Technologies & Software

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