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ML Performance Optimization Software Engineer jobs in United States
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Google DeepMind · 9 hours ago

ML Performance Optimization Software Engineer

Google DeepMind is a team of scientists and engineers dedicated to advancing artificial intelligence for public benefit. They are seeking an experienced ML Software Engineering Manager to lead a multi-disciplinary team focused on machine learning acceleration and software development for hardware-software co-design projects.
Artificial Intelligence (AI)Business DevelopmentFoundational AIMachine Learning
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Growth Opportunities

Responsibilities

Lead the work of multi-disciplinary ML software engineers, including numerics, performance optimisation, teacher-student learning, and novel model architecture exploration
Closely collaborate with our hardware team to define and drive strategy for next-generation machine learning accelerators
Manage relationships and technical execution across a virtual team that spans both Google and outside partners
Drive the team to deliver high-quality aligned to tight schedules

Qualification

ASIC designSilicon developmentTechnical leadershipHigh-performance compute IPsML acceleration architecturesCommunicationTeam management

Required

Bachelor's degree in Electrical Engineering, Computer Science, or equivalent practical experience
10+ years of experience in ASIC design and development
Proven track record of technical leadership and successfully delivering complex silicon projects (tape-outs) to production
Deep expertise in at least one core silicon discipline (e.g., RTL, PD, DV) and strong familiarity with the entire ASIC flow
Experience with managing silicon vendors and other external partners

Preferred

Master's or Ph.D. in a related field
Experience leading and managing teams across the full silicon development cycle, from RTL to bringup
Experience with high-performance compute IPs (e.g., GPUs, ML accelerators)
Knowledge of high-performance and low-power architectures for ML acceleration
Excellent communication, and leadership skills

Company

Google DeepMind

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Google DeepMind aims to research and build safe artificial intelligence system to solve intelligence and advance science and humanity. It is a sub-organization of Google.

Funding

Current Stage
Late Stage
Total Funding
unknown
2014-01-26Acquired
2011-02-01Series A

Leadership Team

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Demis Hassabis
Co-Founder & CEO
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Aaron Saunders
VP of Hardware Engineering, Robotics
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Company data provided by crunchbase