Software Engineer, Numerics
About The Position
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. 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 Google's custom silicon for AI.
Requirements
- PhD in Computer Science or related field with at least 2+ years of relevant experience.
- Strong software-engineering skills in addition to a research background
- Deep understanding of the numerics/quantization/sparsity literature
- Practical experience driving low precision and sparse models through to production
Responsibilities
- Decide the precision, numerics, and sparsity formats used by production models
- Drive novel research advancements and bringing the most impactful ideas into production
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Education Level
Ph.D. or professional degree
Number of Employees
5,001-10,000 employees
