35 applicants

Company

Original Job Post

Meta · 2 days ago

SoC Architect

United States

Full-time

Remote

Senior Level

12+ years exp

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Comp. & Benefits

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Responsibilities

Work on modeling, performance analysis and architecture definition of Machine Learning ASICs.

Map Data Center workloads to heterogeneous ASICs that contain multiple different programmable processors and hardware accelerators.

Identify appropriate workloads and micro-benchmarks for performance analysis and drive this analysis on simulation and emulation platforms.

Evangelize innovative architectural solutions with peers and leadership, while mentoring team members.

Collaborate with cross functional teams to deliver first pass functional silicon on an aggressive schedule.

Collaborate with software and firmware teams to ensure the ASIC meets end to end application performance goals.

Qualification

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Computer ArchitectureC/C++ ProgrammingASIC DesignPerformance AnalysisDigital Signal ProcessingMachine LearningPyTorchPower/Performance Tradeoffs

Required

Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.

Experience and knowledge of Computer Architecture concepts such as microprocessor architecture, memory systems, on-chip interconnection networks, hardware/software partitioning etc.

Programming in C or C++ with knowledge of mapping hardware algorithms to efficient C/C++ code.

12+ years of prior experience in defining and delivering multiple high performance ASICs into production, with focus on architecture definition and performance analysis.

Preferred

Master's or PhD degree in Electrical Engineering, Computer Engineering or related field.

Domain knowledge in one or more of power/performance tradeoffs, digital signal processing, ML networks, ML frameworks such as Pytorch.

Company

H1B Sponsorship

Meta has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

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