Will AI replace Kindergarten Teachers, Except Special Education?

What this score means

Kindergarten Teachers, Except Special Education leans toward the safer end for Education. Parts of the role touch tasks AI is getting good at, but the core still depends on hands-on work or judgment that resists automation. At 30 out of 100 it scores 11 points below the Education average of 41. Across the 3 sources behind this baseline, individual estimates run from 20 to 42, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Kindergarten Teachers, Except Special Education, most central first, showing 12 of 37.

• 01Establish and enforce rules for behavior and policies and procedures to maintain order among students.
• 02Prepare children for later grades by encouraging them to explore learning opportunities and to persevere with challenging tasks.
• 03Instruct students individually and in groups, adapting teaching methods to meet students' varying needs and interests.
• 04Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, and social skills.
• 05Demonstrate activities to children.
• 06Read books to entire classes or to small groups.
• 07Guide and counsel students with adjustment or academic problems or special academic interests.
• 08Observe and evaluate children's performance, behavior, social development, and physical health.
• 09Provide a variety of materials and resources for children to explore, manipulate, and use, both in learning activities and in imaginative play.
• 10Prepare and implement remedial programs for students requiring extra help.
• 11Identify children showing signs of emotional, developmental, or health-related problems and discuss them with supervisors, parents or guardians, and child development specialists.
• 12Maintain accurate and complete student records and prepare reports on children and activities as required by laws, district policies, and administrative regulations.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Kindergarten Teachers, Except Special Education for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Art Teacher · Bilingual Education Teacher · Bilingual Kindergarten Teacher · Classroom Teacher · Early Childhood Teacher · Educator · Instructor · Kinder Teacher and related titles

More education occupations

• Adapted Physical Education Specialists23/100
• Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors37/100
• Agricultural Sciences Teachers, Postsecondary41/100
• Anthropology and Archeology Teachers, Postsecondary40/100
• Architecture Teachers, Postsecondary37/100
• Archivists46/100
• Area, Ethnic, and Cultural Studies Teachers, Postsecondary39/100
• Art, Drama, and Music Teachers, Postsecondary48/100