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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

Business Analytics

🇨🇦 Canada · Social sciences
First to lose entry-level jobsAmong the riskiest 1% of 239 majors

Major Countdown

5 mo
15days 01:32:08:484

until AI starts cutting hiring for this major’s grads
Apr 2, 2027 · 167 days left

Likely range now – 1 yr 11 mo
Based on master’s graduates
Class of 2030: the hiring decline may start before you graduate
AI agents already produce the SQL queries, dashboards, reports and requirements documents that used to go to new hires, and junior analyst hiring is starting to shrink. A master's does not change the tasks of a first job, and there is no licence barrier to slow this.

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 majors2 / 239
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Where graduates go

2030

Career paths · time left at graduation in 2030

Data AnalystVery highAI may start replacing it before you graduateApr 2028Business AnalystVery highAI may start replacing it before you graduateApr 2028Market Research AnalystVery highAI may start replacing it before you graduateOct 2028Data ScientistHighAI may start replacing it before you graduateOct 2029

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