Machine Learning Research Engineer
Etched, Cupertino, CA +1
What you will do
- Propose and conduct novel research to achieve results on Sohu that are unviable on GPUs
- Translate core mathematical operations from the most popular Transformer-based models into maximally performant instruction sequences for Sohu
- Develop deep architectural knowledge informing best-in-the-world software performance on Sohu HW, collaborating with HW architects and designers.
- Co-design and finetune emerging model architectures for highest efficiency on Sohu
- Guide and contribute to the Sohu software stack, performance characterization tools, and runtime abstractions by implementing frontier models using Python and Rust.