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Preschool Teachers, Except Special Education

Preschool Teachers, Except Special Education score 23 out of 100, which is moderate exposure to AI. That ranks #616 of 923 US occupations, where #1 is the most exposed. Of the 34 tasks in this job, AI could speed up 2 on its own and 11 more with extra software built on top of it. In April–May 2026, 3 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

23/ 100
Moderate
Rank
#616of 923 jobs
US workers
478,780BLS, May 2025
Median pay
$38,140a year
In real AI use
3 of 34tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 2 (6%)
  • AI can speed this up with extra software: 11 (32%)
  • Little or no AI speed-up: 21 (62%)
  • Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.AI can speed this up on its own · core task
  • Prepare reports on students and activities as required by administration.AI can speed this up on its own · core task · Seen in real AI use
  • Adapt teaching methods and instructional materials to meet students' varying needs and interests.AI can speed this up with extra software · core task
  • Identify children showing signs of emotional, developmental, or health-related problems and discuss them with supervisors, parents or guardians, and child development specialists.AI can speed this up with extra software · core task
  • Establish clear objectives for all lessons, units, and projects and communicate those objectives to children.AI can speed this up with extra software · core task
  • Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.AI can speed this up with extra software · core task · Seen in real AI use
  • Prepare and implement remedial programs for students requiring extra help.AI can speed this up with extra software · core task
  • Confer with other staff members to plan and schedule lessons promoting learning, following approved curricula.AI can speed this up with extra software · core task
  • Attend professional meetings, educational conferences, and teacher training workshops to maintain and improve professional competence.AI can speed this up with extra software · core task
  • Organize and label materials and display students' work in a manner appropriate for their ages and perceptual skills.AI can speed this up with extra software · core task
  • Collaborate with other teachers and administrators in the development, evaluation, and revision of preschool programs.AI can speed this up with extra software · core task
  • Select, store, order, issue, and inventory classroom equipment, materials, and supplies.AI can speed this up with extra software · core task
  • Administer tests to help determine children's developmental levels, needs, and potential.AI can speed this up with extra software · core task
  • Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, and social skills.Little or no AI speed-up · core task
  • Establish and enforce rules for behavior and procedures for maintaining order.Little or no AI speed-up · core task
  • Provide a variety of materials and resources for children to explore, manipulate, and use, both in learning activities and in imaginative play.Little or no AI speed-up · core task
  • Serve meals and snacks in accordance with nutritional guidelines.Little or no AI speed-up · core task
  • Attend to children's basic needs by feeding them, dressing them, and changing their diapers.Little or no AI speed-up · core task
  • Meet with parents and guardians to discuss their children's progress and needs, determine their priorities for their children, and suggest ways that they can promote learning and development.Little or no AI speed-up · core task
  • Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips.Little or no AI speed-up · core task · Seen in real AI use
  • Assimilate arriving children to the school environment by greeting them, helping them remove outerwear, and selecting activities of interest to them.Little or no AI speed-up · core task
  • Observe and evaluate children's performance, behavior, social development, and physical health.Little or no AI speed-up · core task
  • Prepare materials and classrooms for class activities.Little or no AI speed-up · core task
  • Read books to entire classes or to small groups.Little or no AI speed-up · core task
  • Arrange indoor and outdoor space to facilitate creative play, motor-skill activities, and safety.Little or no AI speed-up · core task
  • Teach proper eating habits and personal hygiene.Little or no AI speed-up · core task
  • Demonstrate activities to children.Little or no AI speed-up · core task
  • Enforce all administration policies and rules governing students.Little or no AI speed-up · core task
  • Plan and supervise class projects, field trips, visits by guests, or other experiential activities and guide students in learning from those activities.Little or no AI speed-up · core task
  • Meet with other professionals to discuss individual students' needs and progress.Little or no AI speed-up · core task
  • Supervise, evaluate, and plan assignments for teacher assistants and volunteers.Little or no AI speed-up · core task
  • Attend staff meetings and serve on committees as required.Little or no AI speed-up · core task
  • Provide disabled students with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.Little or no AI speed-up · supplemental task
  • Perform administrative duties, such as hall and cafeteria monitoring and bus loading and unloading.Little or no AI speed-up · supplemental task

Questions about preschool teachers, except special education and AI

Will AI replace preschool teachers, except special education?

Unlikely. Most of the work is hard for today's AI to speed up. Preschool Teachers, Except Special Education score 23 out of 100 (moderate exposure), #616 of 923 US jobs. AI could speed up 13 of the job's 34 tasks, 2 of them on its own, while 21 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which preschool teachers, except special education tasks can AI do?

The most exposed tasks include "Maintain accurate and complete student records as required by laws, district policies, and administrative regulations"; "Prepare reports on students and activities as required by administration".

Which preschool teachers, except special education tasks are hardest for AI?

Tasks with little or no AI speed-up include "Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, and social skills"; "Establish and enforce rules for behavior and procedures for maintaining order"; "Provide a variety of materials and resources for children to explore, manipulate, and use, both in learning activities and in imaginative play".

Are people already using AI for this work?

Yes. In April–May 2026, 3 of the 34 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as preschool teachers, except special education, and what do they earn?

About 478,780 people in the US, with median pay of $38,140 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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