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Materials & Metallurgical Engineer
🇰🇷 South Korea · EngineeringWatch closely#448 of 752 jobs in South Korea · Among the safest 41%
My Job Lifespan
9 yrs 1 mo
00days 00:00:00:000
until AI starts replacing people in this job
Nov 8, 2035 · 3330 days left
AI vision reads fracture surfaces and models design alloys, but tuning heat treatment at the furnace and tracing failures on site remain, so teams only shrink.
AI vs Humans: whose side are you on?
Replacement riskMedium
Human share in 204655%
Growth 24–34+8%
Estimated AI timeline
AI impact · Shrinking2026 · Now2046
Likely range 6 yrs – 15 yrs 3 mo
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Where you stand
#448 of 752 jobs in South Korea — you get replaced sooner than 40% of jobs.
Replaced first · highest risk
- United StatesMedium9 yrs 1 moNov 2035
- JapanMedium9 yrs 1 moNov 2035
- GermanyMedium9 yrs 1 moNov 2035
- Examining fracture surfaces under a microscope
- Standing by a furnace to tune a heat cycle
- Tracing a field failure back to its root cause



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