Principal SoC Architect, Discrete GPU SoCs - 113062
Location: Santa Clara, California, US
Company: Advanced Micro Devices
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Principal SoC Architect, Discrete GPU SoCs - 113062
The Role:
AMD is looking for an outstanding technical contributor to help optimize performance of next-generation Discrete GPU SoCs. As a passionate and dedicated Performance Architect in the SOC Architecture Team, you will optimize SOC performance by identifying opportunities across all parts of system architecture, spanning the application and related frameworks, driver, GPU core, memory & I/O subsystems. You will use performance models for micro architecture trade-offs, collect and analyze performance profiling data and traces to isolate performance bottlenecks, and share the insights to help drive features into the next generation of GPUs. The ideal candidate is expected to be well informed on latest trends in GPU and CPU Systems, and be able to quickly ascertain, in a data-driven manner, how next generation GPUs and platforms should be engineered to support those needs.
Key Responsibilities:
SoC level Performance analysis for multiple SoCs in Discrete GPU product line.
Has technical time horizon of generally 6 to 18 months.
Explore and evaluate architectural design choices in Fabrics, Caches, and IPs in the SoC.
Work closely with other HW and SW architects to understand the architecture, the workloads and to propose solutions to improve/enhance performance with given SoC/IP and markets.
Architectural modeling (as needed), performance triage, deeper analysis, identifying bottlenecks and solutions for performance improvement.
Proposing, communicating, and implementing solutions to issues.
Participate in new workload definition and/or workload optimizations.
Deep engagement with Performance modelling team for new features development, developing performance analysis plan in Architecture phase, analyzing results and model correlation.
Work closely with Design and Performance Verification teams to set Performance KPIs, Performance Verification test plan reviews and triaging Performance issues identified by them.
Work closely with Post-Si teams for correlation of Pre-Silicon models and assumptions, and support them for Performance validation issues.
Position Requirements
Exceptional foundation in systems architecture, cutting across CPU or GPU, memory, storage and I/O subsystems
Experience in using Performance Modeling and Simulation Tools for CPUs, GPUs or SoC components at different abstraction levels (Functional, TLM or Cycle Accurate)
Experience analyzing CPU, GPU or System-level Micro-Architectural features to identify performance bottlenecks within different workloads
Experience with Performance monitoring tools such as Hardware performance counters and Visualization tools
Excellent communication skills (verbal, written, and presentation)
Exposure to GPU performance benchmarks and workloads are a plus
Proficiency in Unix, C++, and Scripting languages such as Python is a plus
More than 8 years relevant industry experience
ACADEMIC CREDENTIALS:
Bachelor, Master or PhD Degree, emphasis in Electrical or Computer Engineering, Computer Architecture, or Computer Science with SoC/IP performance studies.
Requisition Number: 113062
Country: United States State: California City: Santa Clara
Job Function: Design
AMD does not accept unsolicited resumes from headhunters, recruitment agencies or fee based recruitment services. AMD and its subsidiaries are equal opportunity employers. We consider candidates regardless of age, ancestry, color, marital status, medical condition, mental or physical disability, national origin, race, religion, political and/or third party affiliation, sex, pregnancy, sexual orientation, gender identity, military or veteran status. Please click here for more information.
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