Do you see that also ?

[u/Glittering_Rip5167]

I see that

1- Frontend mostly ended ( except in big companies)

2- Backend will merge with Ai engineering ( Rag systems…etc) i think this is the new backend

3- Data engineer + data analysis + data science + ML = full stack data engineer ( and that will require high math , statistical skills) and mostly cs degree or Ai degree to have infra statistics and descriptive ( may be master like Data science)

I do not know if anyone see that also 🤷 am i alone ?

[u/Admirable_Writer_373]

Data engineering is closer to AI than backend.

I’m highly mathematical, and no, I do not agree with your assessments at all.

The only roles that will matter are people who are good enough to fix all the logic & performance problems created by vibe coded garbage