SoC ML Architect

We are seeking engineers with SoC and ML experience to be part of a team defining and building our next-generation AI accelerator. This role is pivotal in shaping the architectural foundation of our AI SoCs, driving innovation, and ensuring performance excellence across compute, memory, and communication subsystems.

Key Responsibilities:

• ML Workload Analisys: Define and deconstruct key AI workloads and prepare them for performance analysis to guide the architecture team
• ML Kernels Development: Create and test custom ML kernels using the appropriate metrics to validate the architecture and functionality for different ML models.
• Architectural Test Development: Develop and validate architectural tests for different aspects of the SoC that are scalable across different plaforms
• Modeling & Performance Analysis: Develop and maintain functional models and performance analysis tools to validate functionality and optimize system performance 
• Documentation: Author comprehensive documentation including architecture specifications, programming guides, and best practice manuals.
• Cross-Functional Collaboration: Work closely with software, systems, and SoC implementation teams to ensure architectural alignment with product requirements and delivery goals. 

Additional Skills

• Excellent written and oral communication skills