Artificial Intelligence

🇺🇸 United States · Engineering

First to lose entry-level jobsAmong the riskiest 22% of 220 majors

My Major Lifespan

1 yr 11 mo

00days 00:00:00:000

until AI starts shrinking hiring of this major’s graduates
Sep 24, 2028 · 729 days left

Likely range now – 3 yrs 11 mo

Class of 2030: the hiring decline may start before you graduate

AI agents are steadily automating modeling, experimentation, and deployment pipelines, but surging demand for AI adoption masks any decline. Graduates who move into general software development already face shrinking junior hiring. The oversupply of graduates from newly created programs is a separate issue from AI.

Major lifespan is the time left until AI is expected to start shrinking hiring of this major’s graduates. It doesn’t mean the major will disappear or that everyone will lose their job.

AI vs Humans: whose side are you on?

Entry-level hiringShrinking

Among majors47 / 220

Growth 24–34+25%

Where graduates go

2030

Career paths · time left at graduation in 2030

AI / Machine Learning EngineerHigh2 yrs 3 moSep 2032 MLOps EngineerHigh3 moSep 2030 Data ScientistHighAI replacement may begin before graduationSep 2029 AI Researcher (Research Scientist)Medium3 yrs 3 moSep 2033

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