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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

Economics

🇨🇦 Canada · Social sciences
First to lose entry-level jobsAmong the riskiest 18% of 239 majors

Major Countdown

1 yr 11 mo
14days 01:32:08:484

until AI starts cutting hiring for this major’s grads
Oct 2, 2028 · 716 days left

Likely range now – 4 yrs 11 mo
Class of 2030: the hiring decline may start before you graduate
AI already handles modelling, data cleanup, report drafts and SQL analysis, so entry analyst and data analyst hiring at banks and firms shrinks first. Co-op terms ease entry but do not change what the job needs. Federal public service cuts to 2028-29 are fiscal, not AI.

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 majors41 / 239
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Where graduates go

2030

Career paths · time left at graduation in 2030

Equity Research AnalystVery highAI may start replacing it before you graduateOct 2028EconomistHigh3 moOct 2030Data AnalystVery highAI may start replacing it before you graduateApr 2028Credit AnalystHighAI may start replacing it before you graduateOct 2029

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