To professionals in the field, I have a question: what jobs, positions, and companies are in need of CUDA engineers? My current understanding is that while many companies use CUDA's by-products (like PyTorch), direct CUDA development seems less prevalent. I'm therefore seeking to identify more companies and roles that heavily rely on CUDA.
My team uses it for geospatial data. We rasterize slippy map tiles and then do a raster summary on the gpu.
It's a weird case, but the pixels can be processed independently for most of it, so it works pretty well. Then the rows can be summarized in parallel and rolled up at the end. The copy onto the gpu is our current bottleneck however.