AI-Driven SoC Performance Architect for Wearables

Meta; Redmond (WA); On-site; USD 178,000 - 250,000; Full time

Job summary

Meta's Reality Labs in Redmond is seeking a seasoned Silicon Performance Architect to lead performance modeling, workload profiling, and analysis for SoCs powering AI-enabled wearables.

You will develop accurate IP and SoC models, analyze system usage, and collaborate with hardware teams to drive HW-SW co-design and optimization across architecture, firmware, and software to maximize performance and efficiency.

Qualifications

• Bachelor's degree in Computer Science/Computer Engineering or equivalent practical experience.
• 8+ years of experience in creating performance models using C/C++ or SystemC.
• Experience with SoC architecture, NoCs, memory sub-system, QoS, and heterogeneous compute principles.
• Experience with Python scripting, infrastructure, automation, and data visualization.
• Experience with power concepts and trade-offs.
• Experience deconstructing technical problems, designing performance experiments, analyzing/visualizing data, and sharing detailed analysis in the form of documentation with peers and cross-functional partners.

Responsibilities

• Conduct bottleneck analysis of existing and future SoCs to identify opportunities for improvement.
• Develop accurate models of IP components, SoC fabric, and DRAM to predict performance and inform design decisions.
• Analyze system usage behavior of workloads and create micro-benchmarks to evaluate performance.
• Identify opportunities for optimization and collaborate with hardware teams to solidify HW-SW co-design.
• Work across disciplines, collaborate with vendors, brainstorm ideas and solutions, develop new methodologies, and coordinate multiple initiatives.

Skills

C/C++

SystemC

Python

SoC architecture

Education

Bachelor's degree in Computer Science/Computer Engineering or equivalent

Tools

RTL design verification

Cycle-accurate performance models

Bare-metal programming

Job description

Meta's Reality Labs in Redmond is seeking a seasoned Silicon Performance Architect to lead performance modeling, workload profiling, and analysis for SoCs powering AI-enabled wearables.

You will develop accurate IP and SoC models, analyze system usage, and collaborate with hardware teams to drive HW-SW co-design and optimization across architecture, firmware, and software to maximize performance and efficiency.