Silicon Architecture/Design Engineer, PhD, Early Career Job in Bengaluru at Google

Google is hiring for the role of Silicon Architecture/Design Engineer!

Responsibilites of the candidates:

• Revolutionize Machine Learning (ML) workload characterization and benchmarking, and propose capabilities and optimizations for next-generation TPUs.
• Develop architecture specifications that meet current and future computing requirements for AI/ML roadmap. Develop architectural and microarchitectural power/performance models, microarchitecture and RTL designs and evaluate quantitative and qualitative performance and power analysis.
• Partner with hardware design, software, compiler, Machine Learning (ML) model and research teams for effective hardware/software codesign, creating high performance hardware/software interfaces.
• Develop and adopt advanced AI/ML capabilities, drive accelerated and efficient design verification strategies and implementations.
• Use AI techniques for faster and optimal Physical Design Convergence -Timing, floor planning, power grid and clock tree design etc. Investigate, validate, and optimize DFT, post-silicon test, and debug strategies, contributing to the advancement of silicon bring-up and qualification processes.

Requirement:

• PhD degree in Electronics and Communication Engineering, Electrical Engineering, Computer Engineering or related technical field, or equivalent practical experience.
• Experience with accelerator architectures and data center workloads.
• Experience in programming languages (e.g., C++, Python, Verilog), Synopsys, Cadence tools.
• 2 years of experience post PhD.
• Experience with performance modeling tools.
• Knowledge of arithmetic units, bus architectures, accelerators, or memory hierarchies.
• Knowledge of high performance and low power design techniques.