Premier High-Performance Architecture Expert

1 week ago

Bengaluru, Karnataka, India beBeeEngineer Full time ₹ 15,00,000 - ₹ 25,00,000
High-Performance Computing Engineer Position

We are seeking a highly motivated and skilled engineer to join our cutting-edge team. The ideal candidate will have deep expertise in performance modeling, simulation, and projections, with a focus on analyzing, optimizing, and predicting system performance to meet product goals.

Job Overview:

The Pre-Silicon Performance Modeling Engineer will work closely with architects, RTL designers, and firmware engineers to ensure alignment of performance targets across hardware and software layers. This role involves close collaboration with architecture, design, and validation teams to shape the next generation of high-performance, power-efficient SoCs.

Key Responsibilities:
  • Performance Modeling and Simulation:
    • Develop, enhance, and maintain detailed performance models for SoC subsystems and full-system architectures.
    • Simulate real-world workloads to analyze performance bottlenecks, power trade-offs, and system behavior.
    • Build and validate analytical and cycle-accurate models to predict performance across various configurations.
  • Workload Characterization:
    • Analyze diverse workloads, including application benchmarks and customer use cases, to determine system performance requirements.
    • Create synthetic workloads and test cases to stress specific system components and validate model accuracy.
  • Performance Projections and Analysis:
    • Generate accurate performance projections for new SoC architectures and features.
    • Perform trade-off analysis to evaluate architectural options, including core configurations, cache hierarchies, memory subsystems, and interconnects.
    • Collaborate with power modeling teams to understand and balance performance-per-watt metrics.
Requirements:
  • Education:
    • Bachelor's or master's degree in computer engineering, electrical engineering, or a related field (Ph.D. preferred).
  • Technical Skills:
    • Strong knowledge of SoC architecture, including CPU, GPU, memory hierarchy, interconnects, and accelerators.
    • Expertise in performance modeling tools and simulation frameworks (e.g., SystemC, Gem5, or proprietary tools).
    • Proficiency in programming languages such as Python, C++, or MATLAB for model development and automation.
    • In-depth understanding of performance metrics, bottleneck analysis, and workload characterization.
  • Experience:
    • 10+ years of experience in performance modeling or SoC architecture.
    • Experience working with both analytical and cycle-accurate models.
    • Proven ability to project performance for pre-silicon designs and validate against silicon results.

This is an exciting opportunity for talented professionals to contribute to the advancement of high-performance computing technology.

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