Irrespective of the company, which one would you choose for future career growth? And why?
MLIR/ torch you mean?
Sort of, don’t know the underlying stack yet.
Are you kidding? DL compiler any day.
How’s the market demand? Any idea?
I doubt you're gonna be doing stuff that specific in the future, but it just seems like some badass experience to have that would let you stay in the ML space or in the more strictly computer science / compiler / optimization space.
Compiler? Wtf is that, never heard of it
“A compiler is a computer program that translates computer code written in one programming language (the source language) into another language (the target language). The name compiler is primarily used for programs that translate source code from a high-level programming language to a lower level language (e.g., assembly language, object code, or machine code) to create an executable program.” - wiki
Compilers change, languages evolve. Software engineering has been the same for 20+ years - IMHO
Backend prevails you mean?
And UI frameworks are forever!
OP: where did you have the offer from and TC range? And how about the experience?
Backend anyday.. DL is over exxgerated
Do you mean future market shrink in DL area?