Curriculum Developer vs High-school Teacher: which is more exposed to AI?
37 points apart. These are not comparable risk profiles.
Curriculum Developer sits at 66% time-weighted AI exposure against 29% for High-school Teacher, a 37-point gap driven by the 46% of curriculum developer work time that current models can already substitute outright. High-school Teacher holds a larger human-critical core — 57% of the role's time sits in work like "behavioral and emotional support" that models score poorly on. Both roles sit inside Education, so the exposure difference reflects task design rather than a change of field.
Seven dimensions, side by side.
What actually creates the gap.
Curriculum Developers spend 46% of their time-weighted week on tasks a current model can produce end-to-end, against 20% for High-school Teachers. The single largest contributor is "draft lesson plans and units", graded at 88% and worth 16% of the role's time. That one task accounts for more of the gap than any difference in seniority, tooling, or industry.
- Draft lesson plans and units88% · 16% time
- Generate assessments and rubrics86% · 12% time
- Produce student materials84% · 10% time
- Map content to standards76% · 8% time
- Train educators on new curriculum15% · 4% time
- Pilot with teachers and iterate18% · 8% time
- Judge what works for real classrooms22% · 6% time
- Draft assessments and quizzes78% · 8% time
- Create lesson plans and curricula74% · 12% time
- Behavioral and emotional support6% · 11% time
- Student mentorship and support8% · 14% time
- Parent and community engagement11% · 8% time
Both roles lean on judgement, cognitive, procedural — that is the part of your experience that travels intact. The real divide is social: High-school Teachers score 91 there against 50 for Curriculum Developers, a 41-point spread. That is the gap you would actually have to close.
| DIMENSION | CURRICULUM DEVELOPER | HIGH-SCHOOL TEACHER |
|---|---|---|
| Social | 50 | 91 |
High-school Teacher appears in our dataset as a mapped adjacent career for Curriculum Developers: the move lowers exposure by 37 points, landing at 29%. Switch difficulty reads low — capability profiles are 20 points apart on average and both sit in the same family.
Score your own exposure in 8 questions →Common questions.
Is Curriculum Developer or High-school Teacher more at risk from AI?
Curriculum Developer. It scores 66% time-weighted AI exposure against 29% for High-school Teacher — a 37-point gap. 46% of curriculum developer work time is already fully substitutable by current models, versus 20% for High-school Teachers.
Which pays more, Curriculum Developer or High-school Teacher?
Curriculum Developer, by roughly $12k at the median ($74k versus $62k). Note that the higher-paying role here is also the more AI-exposed one, which matters if you are weighing pay against durability.
Can a curriculum developer switch to being a high-school teacher?
High-school Teacher appears in our dataset as a mapped adjacent career for Curriculum Developers: the move lowers exposure by 37 points, landing at 29%. Switch difficulty reads low — capability profiles are 20 points apart on average and both sit in the same family.
Which role is growing faster, Curriculum Developer or High-school Teacher?
Curriculum Developer, at 2% projected ten-year growth versus 1% — a 1-point difference. Growth and AI exposure are separate signals: a role can grow in headcount while the content of the work is substantially rewritten.