Education

Primary School Teacher

Based on 36 assessments

10% Low risk

Average realistic automation risk across all Primary School Teacher profiles in the dataset.

Raw potential
27%
Realistic risk
10%
Research benchmark ?
31%

Raw potential = I/O automation ceiling. Realistic risk = adjusted for informal knowledge and social context. Research benchmark: Eloundou et al. (2023)

Distribution across 36 profiles. Middle half of Primary School Teachers score between 8% and 12%.

0% 50% 100%
p10 · 6%
14% · p90
On-screen work 0%

Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.

In-person + screen 43%

Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.

Computer + action 0%

Computer input, real-world output — needs someone to act on it, not just software.

Fully in-person 57%

No computer required. Furthest from automation — the strongest human advantage.

3 synthetic profiles for a Primary School Teacher, ordered by automation exposure. Tab between them to see how task mix drives the score difference.

Task Time Type Exposure
Teaching lessons in the classroom, delivering instruction, explaining concepts, and facilitating student participation and discussions
deep expertise
36% AA 0%
Communicating with parents or guardians about student performance, behavior, and any concerns, often through meetings, emails, or phone calls
deep expertise
27% AD 5%
Managing classroom behavior, including setting rules, addressing disruptions, and fostering a positive and inclusive learning environment
some context needed
13% AA 10%
Collaborating with other teachers and school staff to plan school events, coordinate curriculum, and share best practices for student support
deep expertise
8% AA 3%
Supervising students during non-classroom times, such as recess, lunch, or field trips, to ensure safety and appropriate behavior
some context needed
7% AA 2%
Planning and preparing daily lessons, including creating worksheets, slides, and activities tailored to the curriculum and students' learning levels
deep expertise
5% AD 28%
Assessing student progress through grading assignments, tests, and projects, and providing written or verbal feedback to students and parents
1% AD 28%

Work as a Primary School Teacher? Map your specific role.

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