About the Role: We are seeking a highly skilled Senior Engineer with a focus on workload decomposition and a deep understanding of statistics and machine learning algorithms. In this role, you will analyze and decompose workloads to understand their behavior and impact on System-on-Chip (SoC) architecture. You will collaborate with cross-functional teams to ensure our SoCs achieve optimal performance and efficiency, while identifying opportunities for architectural improvements. Additionally, you will drive the development and implementation of simulation methodologies across teams.
Key Responsibilities:
• Workload Decomposition: Lead efforts to decompose and analyze workloads using advanced statistical and machine learning techniques, understanding their behavior and impact on SoC architecture.
• Collaboration: Work closely with architects, design engineers, validation teams, and marketing to deliver industry-leading SoC solutions, providing insights into workload behavior and architectural implications.
• Pre-Silicon Planning: Define and implement detailed tools and methodologies for workload analysis and decomposition in the pre-silicon phase, focusing on architectural design and optimization.
• Simulation Technologies: Establish and implement simulation technologies and methodologies to predict and analyze workload impact on power, performance, and thermal characteristics.
• Simulation Model Development: Develop and refine simulation models that accurately represent workload behavior and its impact on SoC designs, enabling predictive assessments and optimizations.
Extensive experience in simulation development in the pre-RTL phase.
• Strong background in software architecture and quality.
• Proficiency in developing simulation models for SoC.
• Advanced software development skills, including experience with scripting languages such as Python and C++.
Preferred Qualifications:
• Deep understanding and experience with operating systems.
• In-depth knowledge of CPU architecture, benchmarks, power management, and memory sub-system validation.
• Expertise in statistical data analysis and design of experiments.
• Familiarity with industry benchmarks, understanding the aspects of performance they measure, and conducting competitive analysis from previous generation products.
Minimum Qualifications:
Weoffer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits here:
Annual Salary Range for jobs which could be performed in the US:
This role will require an on-site presence. * Job posting details (such as work model, location or time type) are subject to change.
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