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High School Teacher

Based on 10 assessments

25% Moderate risk

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

Raw potential
52%
Realistic risk
25%
Research benchmark ?
34%

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

Distribution across 10 profiles. Middle half of High School Teachers score between 21% and 27%.

0% 50% 100%
p10 · 20%
28% · p90
On-screen work 37%

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

In-person + screen 10%

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

Computer + action 38%

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

Fully in-person 15%

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

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

Task Time Type Exposure
Teaching classes: delivering instruction, explaining concepts, leading discussions, and managing classroom behavior in real-time
deep expertise
27% DA 6%
One-on-one student interactions: answering questions, discussing progress, providing academic or personal support, and building relationships
deep expertise
24% AA 1%
Grading and providing feedback on assignments, quizzes, tests, and essays
17% DD 52%
Planning and preparing lessons, including designing activities, selecting materials, and creating handouts or digital resources
deep expertise social element
10% DD 28%
Administrative tasks: attendance tracking, grade entry, parent communication via email or phone, and attending staff meetings
10% AD 40%
Professional development: staying current with subject matter, learning new teaching methods, and collaborating with colleagues
some context needed
9% DA 9%
Assessment design and analysis: creating tests or performance tasks, analyzing results, and adjusting instruction based on data
0% DD 57%

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

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