“HPC engineering” and “Optimizing LLM training” are similar. It’s about profiling, performance modeling, finding bottlenecks, rewriting what’s needed, etc. Lots of overlap, and people from more traditional HPC doing it too. Obviously if you’re a 50yo university professor doing airplane simulations you won’t switch to LLMs today though…