General Discussion
In reply to the discussion: The vast majority of tech jobs do not require genius level talent. [View all]Lucky Luciano
(11,504 posts)A few are very successful, but its sort of still blue collar to be on the floor these days. The people upstairs are the brains of the operations. They do a lot of coding (python these days
excel has been phased out for some time by now) or manage those who do while strategizing. There is still a lot of C/C++ for those in the high frequency space where nanoseconds count - they are much more tech than quant though. The ones who can shave mics (microseconds) off of execution time are few and far between
the need for H1b in these cases is justified.
Anyone who can be extremely nimble with large matrices in pythons numpy will be in demand. The difference between directly writing loops and using numpys broadcasting (or numpy.einsum - my favorite thing!) can be a 1000x or more performance improvement. I cant emphasize this enough
being wickedly good at numerical linear algebra goes a long way.