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Distribution & Logistics
🇰🇷 South Korea · Social sciencesNext in lineAmong the riskiest 40% of 198 majors
My Major Lifespan
2 yrs 11 mo
00days 00:00:00:000
until AI starts shrinking hiring of this major’s graduates
Sep 24, 2029 · 1094 days left
Likely range now – 5 yrs 11 mo
Class of 2030: the hiring decline may start before you graduate
Ordering, demand forecasting, dispatching, quotes, and paperwork make up much of entry-level work, and algorithms and AI already do them better, so new hiring for head-office planning, transport-control, and freight-forwarding roles shrinks first. Warehouse floor operations and face-to-face client negotiation remain, so the decline comes slightly later than for pure office jobs.
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 majors78 / 198
Growth 24–34+6%
Where graduates go
2030Career paths · time left at graduation in 2030
Top 3 jobs to switch toShown after the test
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