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Sources

Sources describe work, regulations and education. AI replacement dates and scores are AI estimates, not predictions by the cited organizations. Methodology

I graduate in

Curriculum and Pedagogy / Curriculum Studies (M.Ed.)

🇨🇦 Canada · Education
Next in lineAmong the riskiest 35% of 239 majors

Major Countdown

3 yrs 5 mo
15days 01:32:08:484

until AI starts cutting hiring for this major’s grads
Apr 2, 2030 · 1263 days left

Likely range 11 mo – 7 yrs 5 mo
Based on master’s graduates
Class of 2030: the hiring decline may start before you graduate
AI already drafts curriculum guides, lesson plans, PD decks and training modules, so instructional design and corporate training, the private-sector paths, shrink first and fastest. School board consultant posts hold a little longer through teacher coaching.

The countdown is the time left until AI is expected to start cutting hiring for this major’s grads. It doesn’t mean the major will disappear or that everyone will lose their job.

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AI vs Humans: whose side are you on?

Entry-level hiringShrinking
Among majors82 / 239
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Where graduates go

2030

Career paths · time left at graduation in 2030

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