CentML is on a mission on making modern ML affordable for everyone. Our origin and expertise is in machine learning systems space meaning we know a lot about computer architecture, compilers and ML frameworks. Our big insight is that there is a significant opportunity for system level performance tuning of the workloads so that we can alleviate the current GPU shortage by allowing to utilize mid-tier GPUs (i.e. A10 instead of A100s for inference) without sacrificing on performance.
I am one of the co-founders and I am focused on hiring the following two critical technical roles:
- Director of Engineering to lead our Inference Service. We’re looking for someone with an experience deploying large scale ML workloads and experience with compiler technologies. - Developer Evangelist - for our machine learning tools, DeepView - https://docs.centml.ai/. DeepView is a profiler that we build specifically for ML practitioners to help them visualize the performance bottlenecks of their models and address them before deploying to production. This often results in significant cost savings. The tools are free and we need someone to help get the message out to the community.