How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Prepare children for later grades by encouraging them to explore learning opportunities and to persevere with challenging tasks.74
- Establish clear objectives for all lessons, units, and projects and communicate those objectives to children.74
- Provide a variety of materials and resources for children to explore, manipulate, and use, both in learning activities and in imaginative play.74
- Prepare materials, classrooms, and other indoor and outdoor spaces to facilitate creative play, learning and motor-skill activities, and safety.74
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Assimilate arriving children to the school environment by greeting them, helping them remove outerwear, and selecting activities of interest to them.01
- Perform administrative duties, such as assisting in school libraries, hall and cafeteria monitoring, and bus loading and unloading.02
- Confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems.03
- Instruct students individually and in groups, adapting teaching methods to meet students' varying needs and interests.04
- Prepare children for later grades by encouraging them to explore learning opportunities and to persevere with challenging tasks.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Elementary School Teachers, Except Special Education
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Related work
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Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
