AI/ML Software Engineer
The Role
We are seeking outstanding engineers with a passion for Machine Learning & AI to lead the definition and specification of AMD's next-generation architectures. As a PhD/MSc-qualified engineer with a strong background in architectures for AI/ML, mathematical modeling, and performance projections, you will be at the forefront of identifying, specifying, and developing new architectures for machine learning and their impact on AMD's next-generation products.
Key Responsibilities
- Create and use analytical performance projection tools targeting AI/ML applications running on modern heterogeneous multicore architectures.
- Apply strong software engineering skills to implement and improve performance optimization techniques to be integrated into performance projection tool flows.
- Provide results and reports that drive the definition and specification of the next-generation architectures.
- Engage in technical interaction with internal engineering teams and AMD customers.
Preferred Experience
- PhD/MS/BS Degree in Computer Science, Electrical Engineering, or a related field.
- Strong understanding of the state-of-the-art and emerging ML algorithms and their mapping onto modern heterogeneous multicore architectures.
- Experience using popular ML frameworks, such as Pytorch, Tensorflow, and ONNX.
- Strong understanding of quantization techniques, such as PTQ and QAT.
- Strong C/C++ programming experience and scripting skills (Python/Shell).
- Effective communication and problem-solving skills.
Academic Credentials
- Bachelor’s, Master’s, or PhD degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent.
Benefits
AMD offers a range of benefits, which include being an equal opportunity employer and providing an inclusive workplace. We accommodate applicants' needs under the respective laws throughout all stages of the recruitment and selection process.
About AMD
AMD is committed to transforming lives with technology to enrich our industry, communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences, serving as the building blocks for data centers, artificial intelligence, PCs, gaming, and embedded systems. We push the limits of innovation to solve the world’s most important challenges and strive for execution excellence while being direct, humble, collaborative, and inclusive of diverse perspectives.
Join us at AMD, where together we advance.
Benefits Extracted with AI
- Equal opportunity employer
- Inclusive workplace
- Accommodations for applicants' needs
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