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AI Automation Index
Task-level automation exposure for Preschool Teachers, Except Special Education: 34 O*NET tasks scored against their work activities, plus the simulator.
Automation Exposure
34 of 34 tasks scored
Median Salary
BLS OEWS, May 2025 — this exact occupation
Employment Level
478,780 people hold this job — size, not growth
Projected 2025–35
66,700 openings a year · BLS line item
BLS OEWS publishes 54 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.
$22,120 – $62,150
Highest medians
Lowest medians
State figures come from the 25-2011 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.
Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.
Importance-weighted mean of the scored tasks. This is the headline index.
Share of weighted tasks in hands-on or machine-operating work activities.
Share in analysis, decisions, teaching, directing, advising, or caring for others.
Share in documenting, recording, and administrative activities.
Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.
O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.
34 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.
6 tasks
15 tasks
13 tasks
Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.
Simulate Upskilling →Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, and social skills.
interpersonal — Life-skill teaching is embodied relational work
Establish and enforce rules for behavior and procedures for maintaining order.
interpersonal — Rules need school culture and accountability judgment
Adapt teaching methods and instructional materials to meet students' varying needs and interests.
interpersonal — Accommodation requires knowing the student
Provide a variety of materials and resources for children to explore, manipulate, and use, both in learning activities and in imaginative play.
physical manipulation — Setting up classroom materials is physical arrangement
Serve meals and snacks in accordance with nutritional guidelines.
physical manipulation — Physical care of children in real world
Attend to children's basic needs by feeding them, dressing them, and changing their diapers.
physical manipulation — Physical care of children in real world
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.
interpersonal — Progress discussions need relationship and judgment
Organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips.
text generation — Drafts activity plans; educator adapts to learners
Identify children showing signs of emotional, developmental, or health-related problems and discuss them with supervisors, parents or guardians, and child development specialists.
interpersonal — Progress discussions need relationship and judgment
Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.
data analysis — Maintain structured student records in databases
Assimilate arriving children to the school environment by greeting them, helping them remove outerwear, and selecting activities of interest to them.
physical manipulation — Physical care of children in real world
Observe and evaluate children's performance, behavior, social development, and physical health.
decision support — Grading aided; rubric judgment and accountability human
Prepare materials and classrooms for class activities.
physical manipulation — Setting up classroom materials is physical arrangement
Read books to entire classes or to small groups.
text generation — Reading aloud can be automated; classroom management human
Establish clear objectives for all lessons, units, and projects and communicate those objectives to children.
text generation — Drafts instructional objectives; educator refines and validates
Arrange indoor and outdoor space to facilitate creative play, motor-skill activities, and safety.
physical manipulation — Setting up classroom materials is physical arrangement
Teach proper eating habits and personal hygiene.
interpersonal — Life-skill teaching is embodied relational work
Demonstrate activities to children.
interpersonal — Selecting and applying methods to real learners is human
Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.
text generation — Drafts activity plans; educator adapts to learners
Enforce all administration policies and rules governing students.
interpersonal — Enforcing behavior requires in-person authority and judgment
Prepare and implement remedial programs for students requiring extra help.
decision support — AI suggests strategies; individualized special-needs judgment human
Confer with other staff members to plan and schedule lessons promoting learning, following approved curricula.
interpersonal — Curriculum collaboration is professional consensus work
Attend professional meetings, educational conferences, and teacher training workshops to maintain and improve professional competence.
interpersonal — Attending meetings requires physical human presence
Organize and label materials and display students' work in a manner appropriate for their ages and perceptual skills.
physical manipulation — Displaying student work is physical placement
Prepare reports on students and activities as required by administration.
text generation — Draft student activity/performance reports from records
Collaborate with other teachers and administrators in the development, evaluation, and revision of preschool programs.
interpersonal — Curriculum collaboration is professional consensus work
Plan and supervise class projects, field trips, visits by guests, or other experiential activities and guide students in learning from those activities.
decision support — Plans activities on paper; facilitation and context human
Meet with other professionals to discuss individual students' needs and progress.
interpersonal — Problem discussion with supervisors is relational
Select, store, order, issue, and inventory classroom equipment, materials, and supplies.
decision support — Routine ordering automatable; human approves purchases
Supervise, evaluate, and plan assignments for teacher assistants and volunteers.
decision support — Staff evaluation needs observation and accountability
Administer tests to help determine children's developmental levels, needs, and potential.
interpersonal — Test administration requires proctoring and live interaction
Attend staff meetings and serve on committees as required.
interpersonal — Committee service requires presence, negotiation, accountability
Provide students with disabilities with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.
interpersonal — In-person special-needs teaching and supervision
Perform administrative duties, such as hall and cafeteria monitoring and bus loading and unloading.
interpersonal — Live supervision of students is inherently human presence
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<script src="https://giniloh.com/embed.js" async></script> Community Sentiment
Do you agree with the AI automation risk score calculated for this occupation?
Method
Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.
Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast
See the full method →Related Article
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