AI/ML Senior Software Engineer (Quantization)

at  Advanced Micro Devices Inc

PREFERRED EXPERIENCE:

• Strong experience in software development. Python, C, C++ preferred
• Ability to write high quality code with a keen attention to detail
• Strong computer science fundamentals; algorithms, data structures, compilers, and data types
• Experience with machine learning frameworks, PyTorch preferred

Practical knowledge of machine learning theory and models, and familiarity with quantization

• Solid understanding of object-oriented-design concepts and design patterns
• Experience with software development processes and tools such as debuggers, version control systems (git), CI/CD automation, and performance profilers is a plus
• Effective communication and problem-solving skills
• Good analytical and problem-solving skills

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_
Responsibilities:

THE ROLE:

AMD is looking for a senior software engineer to join our growing team in open source AI software development. You will join a team of talented industry specialists, and develop and deliver quantization software for state-of-the-art machine learning. As a key contributor you will champion a high quality and level of professionalism of software development, coordinate closely with your team and partners, and contribute to a culture of continuous improvement and knowledge sharing.

KEY RESPONSIBILITIES:

• Develop and release high quality software, relied on by a large number of users
• Validate new SW features before releasing them to users
• Drive a high professional standard in open source development
• Contribute to a high-functioning AI software team, including Agile management, code reviews, feedback sessions, presentations, and training.
• Collaborate closely with multiple teams to deliver key planning solutions and the software to support them
• Learn emerging and state of the art ML and quantization technologies, and implement support for these in AMD products
• Stay informed of software and hardware trends and innovations, including research papers and industry standards, especially pertaining to quantization and data type representation.
• Debug and fix existing issues, and research alternative, more efficient ways to accomplish the same work