Software Engineer, Numerics at DeepMind

Snapshot:Artificial Intelligence could be one of humanitys most useful inventions. At DeepMind were a team of scientists engineers machine learning experts and more working together to advance the state of the art in artificial intelligence. We use our technologies for widespread public benefit and scientific discovery and collaborate with others on critical challenges ensuring safety and ethics are the highest priority.About Us:This is a high impact role that will impact the efficiency of serving through very low precision and sparse models. Additionally this role will help drive the future Google HW roadmap to support forward looking numerics. This role offers the unique opportunity to address a historically underserved but increasingly critical area in the advancement of AI.The Role:This high-impact position is responsible for deciding the precision numerics and sparsity formats used by key Google AI models and ensuring these decisions are reflected in the roadmaps for corresponding hardware. You will have the opportunity to influence the very architecture of Googles custom silicon for AI.Decide the precision numerics and sparsity formats used by production modelsDrive novel research advancements and bringing the most impactful ideas into productionAbout You:In order to set you up for success as a Software Engineer at Google DeepMind we look for the following skills and experience:PhD in Computer Science or related field with at least 2 years of relevant experience.Strong software-engineering skills in addition to a research backgroundDeep understanding of the numerics/quantization/sparsity literaturePractical experience driving low precision and sparse models through to production Key Skills Spring,.NET,C/C++,Go,React,OOP,C#,Data Structures,JavaScript,Software Development,Java,Distributed Systems Employment Type : Full Time Experience: years Vacancy: 1