ASIC Engineer, Machine Learning Architecture
Description For ASIC Engineer, Machine Learning Architecture
Meta is seeking an ASIC Engineer, Architecture to join their Infrastructure organization, which is responsible for building and maintaining data centers that host services like Facebook, Instagram, and WhatsApp. As an integral member of the ASIC team, you'll work on building accelerators for top workloads, enabling efficient data center scaling. You'll collaborate with AI/ML experts to evaluate algorithms, develop functional and performance models, and help architect cutting-edge machine learning ASICs. The role offers an opportunity to work alongside expert engineers in building "Green" data center accelerators. The position requires strong technical expertise in computer architecture, machine learning, and programming. You'll be working with cross-functional teams, implementing and analyzing algorithms, and developing architecture documentation. The role combines hardware engineering with machine learning expertise, making it an exciting opportunity for those interested in the intersection of AI and hardware architecture. Meta offers competitive compensation including base salary, bonuses, equity, and comprehensive benefits.
Responsibilities For ASIC Engineer, Machine Learning Architecture
- Implement and analyze algorithms and architectures targeting Machine Learning SoCs
- Analyze and map data center workloads to ASIC architecture
- Develop performance and functional models at different levels of abstraction to validate the architecture
- Work with cross functional partners in ASIC design, verification, silicon bring-up, firmware and software development
- Implement architecture documentation and other collateral necessary for the use and integration of designs
Requirements For ASIC Engineer, Machine Learning Architecture
- Bachelor's degree in Computer Science, Computer Engineering, or relevant technical field
- Master's degree in Computer Science, Computer Engineering, or relevant technical field
- Computer architecture coursework covering microprocessor architecture, memory systems and on-chip interconnection networks
- 2+ years of experience with programming skills in C, C++, Python or other Object Oriented Programming Language
- Must obtain work authorization in country of employment
Benefits For ASIC Engineer, Machine Learning Architecture
- Base salary + bonus + equity + benefits
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