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Embedded / Firmware Developer
🇺🇸 United States · Tech & DataNext in line#212 of 790 jobs in the United States · Among the riskiest 27%
My Job Lifespan
4 yrs 11 mo
00days 00:00:00:000
until AI starts replacing people in this job
Sep 8, 2031 · 1808 days left
AI writes firmware well, but probing real boards and safety certification remain, so teams shrink two to three years after web developers.
AI vs Humans: whose side are you on?
Replacement riskHigh
Human share in 204640%
Growth 24–34+10%
Estimated AI timeline
AI impact · Shrinking2026 · Now2036
Likely range 2 yrs 11 mo – 7 yrs 11 mo
Top 3 jobs to switch toShown after the test
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Where you stand
#212 of 790 jobs in the United States — you get replaced sooner than 67% of jobs.
Replaced first · highest risk
- Debugging on real hardware with a probe
- Working within tight power and memory limits
- Coordinating with hardware and QA on site



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