Comment by canyp

My 2 cents: "Learning CUDA" is not the interest bit. Rather, you want to learn two things: 1) GPU hardware architecture, 2) parallelizing algorithms. For CUDA specifically, there is the book CUDA Programming Guide from Nvidia, which will teach you the basics of the language. But what these jobs typically require is that you know how to parallelize an algorithm and squeeze the most of the hardware.