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Automation Risk Analysis

Will “Family Manager” be Automated?

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AI Exposure Risk

42%

“Family Manager” 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

38%

“Family Manager” 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 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Nannies, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Care for children in private households and provide support and expertise to parents in satisfying children's physical, emotional, intellectual, and social needs. Duties may include meal planning and preparation, laundry and clothing care, organization of play activities and outings, discipline, intellectual stimulation, language activities, and transportation.

Job Title & Hierarchy Code (SOC) Nannies #39-9011.01
ℹ️

Data is based on the reference occupation: “Nannies”

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Core Skills & Abilities

  • Instruct and assist children in the development of health and personal habits, such as eating, resting, and toilet behavior.

  • Supervise and assist with homework.

  • Perform first aid or cardiopulmonary resuscitation (CPR) when required.

  • Help develop or monitor family schedule.

  • Model appropriate social behaviors and encourage concern for others to cultivate development of interpersonal relationships and communication skills.

  • Transport children to schools, social outings, and medical appointments.

  • Regulate children's rest periods and nap schedules.

  • Remove hazards and develop appropriate boundaries and rules to create a safe environment for children.

  • Perform housekeeping and cleaning duties related to children's care.

  • Observe children's behavior for irregularities, take temperature, transport children to doctor, or administer medications, as directed, to maintain children's health.

  • Assign appropriate chores and praise targeted behaviors to encourage development of self-control, self-confidence, and responsibility.

  • Teach and perform age-appropriate activities, such as lap play, reading, and arts and crafts, to encourage intellectual development of children.

  • Meet regularly with parents to discuss children's activities and development.

  • Organize and conduct age-appropriate recreational activities, such as games, arts and crafts, sports, walks, and play dates.

  • Shop for groceries, clothing, and other items needed for children's care.

  • Keep records of play, meal schedules, and bill payment.

  • Instruct children in safe behavior, such as seeking adult assistance when crossing the street and avoiding contact with unsafe objects.

  • Help prepare and serve nutritionally balanced meals and snacks for children.

  • Work with parents to develop and implement discipline programs to promote desirable child behavior.

Technologies & Software

  • Microsoft Word
  • Microsoft Copilot
  • ChatGPT (OpenAI)
  • Gemini for Workspace
  • Microsoft Excel
  • Replika AI
  • Scheduling software
  • Educational software
  • Web browser software
  • Passenger cars
  • Domestic dishwashers
  • Medicine dosing syringes
  • Child car safety seats
  • Personal computers
  • Microwave ovens
  • Laptop computers
  • Emergency first aid kits
  • Kitchen stoves
  • Baby bottles
  • Dryers
  • Washing machines
  • Security alarm systems
  • Digital medical thermometers
  • Vacuum cleaners
  • Irons