Sr Machine Learning / HPC Architect
WHAT YOU DO AT AMD CHANGES EVERYTHING
We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.
AMD together we advance_
The Role
AMD's Machine Learning (ML) /High Performance Computing (HPC) Architecture team is passionate about developing next-generation GPU solutions. As a Machine Learning/HPC architect, you will collaborate with a strong architecture and design team on developing next generation products for data centers and super-computers.
The Person
You will engage in architecture exploration, modeling, and analysis of ML/HPC workloads. Through your experiments and analysis, you will provide valuable insight into new and emerging hardware and software technologies.
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.
We care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our mission is the AMD culture. We push the limits of innovation to solve the world’s most important challenges. We strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.
AMD together we advance_
The Role
AMD's Machine Learning (ML) /High Performance Computing (HPC) Architecture team is passionate about developing next-generation GPU solutions. As a Machine Learning/HPC architect, you will collaborate with a strong architecture and design team on developing next generation products for data centers and super-computers.
The Person
You will engage in architecture exploration, modeling, and analysis of ML/HPC workloads. Through your experiments and analysis, you will provide valuable insight into new and emerging hardware and software technologies.
- Communicate and collaborate with a network of experienced architects and designers around the world
- Work with architects to propose innovative solutions that can be implemented in HW and validated by developing various models/simulators
- Collect/summarize data or simulation results for consumption by architects and design teams
- Identify complex technical problems, break them down, summarize possible solutions
- Coding proficiency in Python
- Experience with performance analysis and modelling 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
- 5+ year of 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
- Excellent analytical and problem-solving skills, along with attention to detail
- Effective team player who focuses on collaboration, team building, mentoring, and furthering team success.
- Strong communication, time management, and presentation skills
- Master or PhD degree preferred
- Preferably in Electrical Engineering, Computer architecture, or Computer Science
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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Seniority level
Mid-Senior level -
Employment type
Full-time -
Job function
Engineering and Information Technology -
Industries
Semiconductor Manufacturing
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