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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

Data Science

🇨🇦 Canada · Engineering
First to lose entry-level jobsAmong the riskiest 2% 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
Class of 2030: the hiring decline may start before you graduate
AI already produces the SQL queries, dashboards and reports that went to new hires, and junior analyst hiring is starting to shrink, so pressure on bachelor's graduates is almost immediate. Data scientist roles mostly want a master's and are not a fallback.

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.

See details

AI vs Humans: whose side are you on?

Entry-level hiringShrinking
Among majors3 / 239
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Where graduates go

2030

Career paths · time left at graduation in 2030

Data ScientistHighAI may start replacing it before you graduateOct 2029Data AnalystVery highAI may start replacing it before you graduateApr 2028Data EngineerVery highAI may start replacing it before you graduateApr 2029MLOps EngineerHigh3 moOct 2030

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