FAQs
What are the important skills for a Member of Technical Staff in Modeling?
Important skills for a Member of Technical Staff in Modeling include extremely strong software engineering skills, proficiency in Python and related ML frameworks, experience writing kernels for GPUs using CUDA, experience training on TPUs, experience using large-scale distributed training strategies, and familiarity with autoregressive sequence models like Transformers.
What are some of the responsibilities of a Member of Technical Staff in Modeling?
Responsibilities include designing, building, and scaling AI systems for serving users, researching, implementing, and experimenting with ideas on supercompute and data infrastructure, and learning from and working with the best researchers in the field.
What are some bonus qualifications for a Member of Technical Staff in Modeling?
Bonus qualifications include having a paper published at top-tier venues such as NeurIPS, ICML, ICLR, AIStats, MLSys, JMLR, AAAI, Nature, COLING, ACL, or EMNLP.