Senior Machine Learning GPU Architect

4 days ago

Folsom, United States Advanced Micro Devices , Inc. Full time
About the Role

We are seeking a highly skilled Senior Machine Learning GPU Architect to join our team at Advanced Micro Devices, Inc. (AMD). As a key member of our Machine Learning (ML) / High-Performance Computing (HPC) Architecture team, you will play a critical role in developing next-generation GPU solutions for data centers and supercomputers.

Key Responsibilities
  • Collaborate with a strong architecture and design team to develop next-generation products
  • Engage in architecture exploration, modeling, and analysis of ML/HPC workloads
  • Communicate and collaborate with a network of experienced architects and designers worldwide
  • Work with architects to propose innovative solutions that can be implemented in HW and validated by developing various models/simulators
  • Collect and summarize data or simulation results for consumption by architects and design teams
  • Identify complex technical problems, break them down, and summarize possible solutions
Requirements
  • Coding proficiency in Python
  • Experience with performance analysis and modeling for computer architectures
  • Experience with Machine Learning models and understanding of core concepts in neural networks
  • Knowledge of ML networks, frameworks, tools, and environments: TensorFlow, PyTorch, etc.
  • Experience with development/optimization of low-level kernels
  • Knowledge of HW/RTL/SystemC
Preferred Experience
  • Experience with Machine Learning concepts and Computer Architecture
  • Strong knowledge of Machine Learning GPU Architecture
  • Strong proficiency in multiple coding/scripting languages (C/C++)
  • Experience with Graphics/Compute APIs (CUDA/OpenCL/Vulkan, etc.)
  • Knowledge of OS/device drivers is a plus
Qualifications

At AMD, your base pay is one part of your total rewards package. Your base pay will depend on where your skills, qualifications, experience, and location fit into the hiring range for the position. You may be eligible for incentives based upon your role such as either an annual bonus or sales incentive. Many AMD employees have the opportunity to own shares of AMD stock, as well as a discount when purchasing AMD stock if voluntarily participating in AMD's Employee Stock Purchase Plan. You'll also be eligible for competitive benefits described in more detail here.

AMD does not accept unsolicited resumes from headhunters, recruitment agencies, or fee-based recruitment services. AMD and its subsidiaries are equal opportunity, inclusive employers and will consider all applicants without regard to 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, or any other characteristic protected by law. We encourage applications from all qualified candidates and will accommodate applicants' needs under the respective laws throughout all stages of the recruitment and selection process.

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